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Workshop/DGM4H
https://openreview.net/forum?id=1cUu0a4T5I
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Aous Khadhraoui", "Daniel Nakhaee-Zadeh Gutierrez", "Elizaveta Kozlova" ]
Hierarchical Protein Representation for Interface Co-design with HICON
null
Workshop/DGM4H
https://openreview.net/forum?id=0aeDKGhlTo
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gulshan Sharma", "Abhinav Dhall", "Ramanathan Subramanian" ]
MEDiC: Mitigating EEG Data Scarcity Via Class-Conditioned Diffusion Model
null
Workshop/TRL
https://openreview.net/forum?id=zWzgulKtvw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Christopher Buss", "Jasmin Mousavi", "Mikhail Tokarev", "Arash Termehchy", "David Maier", "Stefan Lee" ]
Generating Data Augmentation Queries Using Large Language Models
null
Workshop/TRL
https://openreview.net/forum?id=s0rM4hWBUq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yechan Hwang", "Jinsu Lim", "Young-Jun Lee", "Ho-Jin Choi" ]
Augmentation for Context in Financial Numerical Reasoning over Textual and Tabular Data with Large-Scale Language Model
null
Workshop/TRL
https://openreview.net/forum?id=rSuRu22bbN
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hao Liu", "Yixin Chen", "Bradley Fritz", "Christopher King" ]
TabContrast: A Local-Global Level Method for Tabular Contrastive Learning
null
Workshop/TRL
https://openreview.net/forum?id=pPAK4FIopM
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Prithwijit Chowdhury", "Mohit Prabhushankar", "Ghassan AlRegib" ]
Explaining Explainers: Necessity and Sufficiency in Tabular Data
null
Workshop/TRL
https://openreview.net/forum?id=kzR5Cj5blw
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jacob Yoke Hong Si", "Michael Cooper", "Wendy Yusi Cheng", "Rahul Krishnan" ]
InterpreTabNet: Enhancing Interpretability of Tabular Data Using Deep Generative Models and Large Language Models
null
Workshop/TRL
https://openreview.net/forum?id=k5Mnd4pO7X
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Harsimran Bhasin", "Soumyadeep Ghosh" ]
On Incorporating new Variables during Evaluation
null
Workshop/TRL
https://openreview.net/forum?id=ejfKPO9aw0
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mark Kozdoba", "Binyamin Perets", "Shie Mannor" ]
Unnormalized Density Estimation with Root Sobolev Norm Regularization
null
Workshop/TRL
https://openreview.net/forum?id=b4GEmjsHAB
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Lukáš Zahradník", "Jan Neumann", "Gustav Šír" ]
A Deep Learning Blueprint for Relational Databases
null
Workshop/TRL
https://openreview.net/forum?id=WXNmnmpRBJ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Leo Grinsztajn", "Myung Jun Kim", "Edouard Oyallon", "Gael Varoquaux" ]
Modeling string entries for tabular data prediction: do we need big large language models?
null
Workshop/TRL
https://openreview.net/forum?id=TSkiaPP1sq
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sepanta Zeighami", "Cyrus Shahabi" ]
NeuroDB: Efficient, Privacy-Preserving and Robust Query Answering with Neural Networks
null
Workshop/TRL
https://openreview.net/forum?id=R8VFPAfOcN
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mohammed Saeed", "Nicola De Cao", "Paolo Papotti" ]
A DB-First approach to query factual information in LLMs
null
Workshop/TRL
https://openreview.net/forum?id=PxEY7pBb6F
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Valeriia Cherepanova", "Roman Levin", "Gowthami Somepalli", "Jonas Geiping", "C. Bruss", "Andrew Wilson", "Tom Goldstein", "Micah Goldblum" ]
A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
null
Workshop/TRL
https://openreview.net/forum?id=JIrTIMI5Yd
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Tianji Cong", "Zhenjie Sun", "Paul Groth", "H. Jagadish", "Madelon Hulsebos" ]
Introducing the Observatory Library for End-to-End Table Embedding Inference
null
Workshop/TRL
https://openreview.net/forum?id=HtdZSf1ObU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Qixuan Jin", "Talip Ucar" ]
Benchmarking Tabular Representation Models in Transfer Learning Settings
null
Workshop/TRL
https://openreview.net/forum?id=H0gENXL7F2
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mike Van Ness", "Madeleine Udell" ]
In Defense of Zero Imputation for Tabular Deep Learning
null
Workshop/TRL
https://openreview.net/forum?id=EocsZtcA7P
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Scott Yak", "Yihe Dong", "Javier Gonzalvo", "Sercan Arik" ]
IngesTables: Scalable and Efficient Training of LLM-Enabled Tabular Foundation Models
null
Workshop/TRL
https://openreview.net/forum?id=6Kb3pE9nWQ
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Joon Suk Huh", "Changho Shin", "Elina Choi" ]
Pool-Search-Demonstrate: Improving Data-wrangling LLMs via better in-context examples
null
Workshop/TRL
https://openreview.net/forum?id=4MkkNsAEmO
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Junwei Ma", "Apoorv Dankar", "George Stein", "Guangwei Yu", "Anthony Caterini" ]
TabPFGen – Tabular Data Generation with TabPFN
null
Workshop/TRL
https://openreview.net/forum?id=3gBqMkELhZ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "You Wu", "Omid Bazgir", "Yongju Lee", "Tommaso Biancalani", "James Lu", "Ehsan Hajiramezanali" ]
Multitask-Guided Self-Supervised Tabular Learning for Patient-Specific Survival Prediction
null
Workshop/OTML
https://openreview.net/forum?id=yLps2oiTu7
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Alexander Zalles", "Kai M. Hung", "Ann E. Finneran", "Lydia Beaudrot", "Cesar Uribe" ]
Network Regression with Wasserstein Distances
null
Workshop/OTML
https://openreview.net/forum?id=o8ZGNn9LpN
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Kwangjun Ahn", "Ahmad Beirami", "Ziteng Sun", "Ananda Theertha Suresh" ]
SpecTr++: Improved transport plans for speculative decoding of large language models
null
Workshop/OTML
https://openreview.net/forum?id=mCNl1EMAfH
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gabriel Rioux", "Ziv Goldfeld", "Kengo Kato" ]
Semi-discrete Gromov-Wasserstein distances: Existence of Gromov-Monge Maps and Statistical Theory
null
Workshop/OTML
https://openreview.net/forum?id=fwXj1c6faX
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Runze Liu", "Yali Du", "Fengshuo Bai", "Jiafei Lyu", "Xiu Li" ]
Zero-shot Cross-task Preference Alignment for Offline RL via Optimal Transport
null
Workshop/OTML
https://openreview.net/forum?id=eUZZHoTknJ
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "An Le", "Georgia Chalvatzaki", "Armin Biess", "Jan Peters" ]
Accelerating Motion Planning via Optimal Transport
null
Workshop/OTML
https://openreview.net/forum?id=aJbyq2lmQc
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sloan Nietert", "Ziv Goldfeld", "Soroosh Shafieezadeh-Abadeh" ]
Outlier-Robust Wasserstein DRO
null
Workshop/OTML
https://openreview.net/forum?id=ZbioTIO6y6
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Youssef Mroueh" ]
Towards a Statistical Theory of Learning to Learn In-context with Transformers
null
Workshop/OTML
https://openreview.net/forum?id=ToLEG6EEaU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhe Xiong", "Qiaoqiao Ding", "Xiaoqun Zhang" ]
SyMOT-Flow: Learning optimal transport flow for two arbitrary distributions with maximum mean discrepancy
null
Workshop/OTML
https://openreview.net/forum?id=RYPNAOWANk
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Zhengxin Zhang", "Ziv Goldfeld", "Youssef Mroueh", "Bharath Sriperumbudur" ]
Duality and Sample Complexity for the Gromov-Wasserstein Distance
null
Workshop/OTML
https://openreview.net/forum?id=RXYURNZzfs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xinran Liu", "Yikun Bai", "Huy Tran", "Zhanqi Zhu", "Matthew Thorpe", "Soheil Kolouri" ]
PTLP: Partial Transport L^p Distances
null
Workshop/OTML
https://openreview.net/forum?id=PMGGrKTIii
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sina Akbari", "Luca Ganassali", "Negar Kiyavash" ]
Causal Discovery via Monotone Triangular Transport Maps
null
Workshop/OTML
https://openreview.net/forum?id=OyDMxFt35U
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Prabhant Singh", "Joaquin Vanschoren" ]
Applications of Optimal Transport Distances in Unsupervised AutoML
null
Workshop/OTML
https://openreview.net/forum?id=Ne4WjToIb6
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
https://github.com/aaltoml/iterative-smoothing-bridge
[ "Ella Tamir", "Martin Trapp", "Arno Solin" ]
Data-Conditional Diffusion Bridges
4
Workshop/OTML
https://openreview.net/forum?id=MJ1qZBwHHI
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yuzhe Lu", "Yilong Qin", "Runtian Zhai", "Andrew Shen", "Ketong Chen", "Zhenlin Wang", "Soheil Kolouri", "Simon Stepputtis", "Joseph Campbell", "Katia Sycara" ]
Characterizing Out-of-Distribution Error via Optimal Transport
null
Workshop/OTML
https://openreview.net/forum?id=LXGhneskDs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jason Alfonso", "Ricardo Baptista", "Anupam Bhakta", "Noam Gal", "Alfin Hou", "Vasilisa Lyubimova", "Daniel Pocklington", "Josef Sajonz", "Giulio Trigila", "Ryan Tsai" ]
A generative flow model for conditional sampling via optimal transport
null
Workshop/OTML
https://openreview.net/forum?id=Bd4DTPzOGO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Rob Brekelmans", "Kirill Neklyudov" ]
On Schrödinger Bridge Matching and Expectation Maximization
null
Workshop/OTML
https://openreview.net/forum?id=9xW9OgdJfs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yimeng Min", "Carla Gomes" ]
Unsupervised Learning Permutations for TSP using Gumbel-Sinkhorn Operator
null
Workshop/OTML
https://openreview.net/forum?id=9P02CcVkGU
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Aimee Maurais", "Youssef Marzouk" ]
Adaptive Algorithms for Continuous-Time Transport: Homotopy-Driven Sampling and a New Interacting Particle System
null
Workshop/OTML
https://openreview.net/forum?id=6Muz6c1wBc
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Pankaj Agarwal", "Sharath Raghvendra", "Pouyan Shirzadian", "Keegan Yao" ]
Fast and Accurate Cost-Scaling Algorithm for the Semi-Discrete Optimal Transport
null
Workshop/OTML
https://openreview.net/forum?id=1Yi0XQviNO
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wanli Hong", "Vladimir A Kobzar", "Kui Ren" ]
Fourier-Based Bounds for Wasserstein Distances and Their Implications in Computational Inversion
null
Workshop/Federated_Learning
https://openreview.net/forum?id=sPtEDSVD4K
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Pol G. Recasens", "Jordi Torres", "Josep Lluis Berral", "Søren Hauberg", "Pablo Moreno-Muñoz" ]
Beyond Parameter Averaging in Model Aggregation
null
Workshop/Federated_Learning
https://openreview.net/forum?id=s7hquGszME
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Liang Zhang", "Kiran Koshy Thekumparampil", "Sewoong Oh", "Niao He" ]
DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization
null
Workshop/Federated_Learning
https://openreview.net/forum?id=qQ2qXFu05s
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Woojin Chung", "Hyowon Cho", "James Thorne", "Se-Young Yun" ]
Parameter Averaging Laws for Multitask Language Models
null
Workshop/Federated_Learning
https://openreview.net/forum?id=ozN92d7CHX
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sheikh Shams Azam", "Martin Pelikan", "Vitaly Feldman", "Kunal Talwar", "Jan Silovsky", "Tatiana Likhomanenko" ]
Federated Learning for Speech Recognition: Revisiting Current Trends Towards Large-Scale ASR
null
Workshop/Federated_Learning
https://openreview.net/forum?id=le0Emy9SqA
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Heng Zhu", "Arya Mazumdar" ]
Consensus Optimization at Representation: Improving Personalized Federated Learning via Data-Centric Regularization
null
Workshop/Federated_Learning
https://openreview.net/forum?id=ldN6QdyukS
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xuechen Zhang", "Mingchen Li", "Xiangyu Chang", "Jiasi Chen", "Amit Roy-Chowdhury", "Ananda Suresh", "Samet Oymak" ]
Augmenting Federated Learning with Pretrained Transformers
null
Workshop/Federated_Learning
https://openreview.net/forum?id=dsWg7n6zoo
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Shaunak Halbe", "James Seale Smith", "Junjiao Tian", "Zsolt Kira" ]
HePCo: Data-Free Heterogeneous Prompt Consolidation for Continual Federated Learning
null
Workshop/Federated_Learning
https://openreview.net/forum?id=YqqWQP8POe
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hanmin Li", "Avetik Karagulyan", "Peter Richtárik" ]
MARINA Meets Matrix Stepsizes: Variance Reduced Distributed Non-Convex Optimization
null
Workshop/Federated_Learning
https://openreview.net/forum?id=XSfsvBoc8M
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Amrith Setlur", "Vitaly Feldman", "Kunal Talwar" ]
Private and Personalized Histogram Estimation in a Federated Setting
null
Workshop/Federated_Learning
https://openreview.net/forum?id=WYLhRgBAFH
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Gihun Lee", "Minchan Jeong", "SangMook Kim", "Jaehoon Oh", "Se-Young Yun" ]
FedSoL: Bridging Global Alignment and Local Generality in Federated Learning
null
Workshop/Federated_Learning
https://openreview.net/forum?id=TaDiklyVps
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jianyi Zhang", "Saeed Vahidian", "Martin Kuo", "Chunyuan Li", "Ruiyi Zhang", "Tong Yu", "Guoyin Wang", "Yiran Chen" ]
Towards Building the FederatedGPT: Federated Instruction Tuning
null
Workshop/Federated_Learning
https://openreview.net/forum?id=SvJx4a75QZ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Laurent Condat", "Ivan Agarský", "Grigory Malinovsky", "Peter Richtárik" ]
TAMUNA: Doubly Accelerated Federated Learning with Local Training, Compression, and Partial Participation
null
Workshop/Federated_Learning
https://openreview.net/forum?id=Pj6BPHZy56
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Maria Hartmann", "Grégoire Danoy", "Mohammed Alswaitti", "Pascal Bouvry" ]
MOFL/D: A Federated Multi-objective Learning Framework with Decomposition
null
Workshop/Federated_Learning
https://openreview.net/forum?id=OoEIUohfcp
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Georgios Papadopoulos", "yash satsangi", "Shaltiel Eloul", "Marco Pistoia" ]
Absolute Variation Distance: an Inversion Attack Evaluation Metric for Federated Learning
null
Workshop/Federated_Learning
https://openreview.net/forum?id=LiSj1GRVhL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Eros Fanì", "Raffaello Camoriano", "Barbara Caputo", "Marco Ciccone" ]
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models
null
Workshop/Federated_Learning
https://openreview.net/forum?id=HyRwexERAo
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wanru Zhao", "Yihong Chen", "Royson Lee", "Xinchi Qiu", "Yan Gao", "Hongxiang Fan", "Nicholas Donald Lane" ]
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages
null
Workshop/Federated_Learning
https://openreview.net/forum?id=HiPe4SjZMs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Charles-Étienne Joseph", "Benjamin Thérien", "Abhinav Moudgil", "Boris Knyazev", "Eugene Belilovsky" ]
Learning Optimizers for Local SGD
null
Workshop/Federated_Learning
https://openreview.net/forum?id=FakNykU4PF
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Marco Bornstein", "Amrit Bedi", "Anit Kumar Sahu", "Furqan Khan", "Furong Huang" ]
RealFM: A Realistic Mechanism to Incentivize Data Contribution and Device Participation
null
Workshop/Federated_Learning
https://openreview.net/forum?id=1ww9tjEQVL
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Connor Mclaughlin", "Lili Su" ]
FedLDA: Personalized Federated Learning Through Collaborative Linear Discriminant Analysis
null
Workshop/SoLaR
https://openreview.net/forum?id=zKDSfGhCoK
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Florian Dorner", "Tom Sühr", "Samira Samadi", "Augustin Kelava" ]
Do Personality Tests Generalize to Large Language Models?
null
Workshop/SoLaR
https://openreview.net/forum?id=yOP4RvPpeK
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Charlotte Nicks", "Eric Mitchell", "Rafael Rafailov", "Archit Sharma", "Christopher Manning", "Chelsea Finn", "Stefano Ermon" ]
Language Model Detectors Are Easily Optimized Against
null
Workshop/SoLaR
https://openreview.net/forum?id=v1WL01lgp8
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jacob-Junqi Tian", "D. Emerson", "Deval Pandya", "Laleh Seyyed-Kalantari", "Faiza Khattak" ]
Efficient Evaluation of Bias in Large Language Models through Prompt Tuning
null
Workshop/SoLaR
https://openreview.net/forum?id=tko8Ln5roY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nicky Pochinkov", "Nandi Schoots" ]
Dissecting Large Language Models
null
Workshop/SoLaR
https://openreview.net/forum?id=rOiymxm8tQ
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Sicheng Zhu", "Ruiyi Zhang", "Bang An", "Gang Wu", "Joe Barrow", "Zichao Wang", "Furong Huang", "Ani Nenkova", "Tong Sun" ]
AutoDAN: Automatic and Interpretable Adversarial Attacks on Large Language Models
null
Workshop/SoLaR
https://openreview.net/forum?id=pJmgsDJXe0
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Carson Ezell", "Abraham Loeb" ]
Post-Deployment Regulatory Oversight for General-Purpose Large Language Models
null
Workshop/SoLaR
https://openreview.net/forum?id=m6xyTie61H
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jacob Pfau", "Alex Infanger", "Abhay Sheshadri", "Ayush Panda", "Julian Michael", "Curtis Huebner" ]
Eliciting Language Model Behaviors using Reverse Language Models
null
Workshop/SoLaR
https://openreview.net/forum?id=izC60DLg29
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Messi Lee", "Jacob Montgomery", "Calvin Lai" ]
The Effect of Group Status on the Variability of Group Representations in LLM-generated Text
null
Workshop/SoLaR
https://openreview.net/forum?id=hCZGKGZ802
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Diji Yang", "Kezhen Chen", "Jinmeng Rao", "Xiaoyuan Guo", "Yawen Zhang", "Jie Yang", "Yi Zhang" ]
Learning Inner Monologue and Its Utilization in Vision-Language Challenges
null
Workshop/SoLaR
https://openreview.net/forum?id=Y6M3uaQwLz
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mengxin Wang" ]
A Simple Test of Expected Utility Theory with GPT
null
Workshop/SoLaR
https://openreview.net/forum?id=WcGXAxhC81
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wendi Cui", "Jiaxin Zhang", "Zhuohang Li", "Damien Lopez", "Kamalika Das", "Bradley Malin", "Sricharan Kumar" ]
A Divide-Conquer-Reasoning Approach to Consistency Evaluation and Improvement in Blackbox Large Language Models
null
Workshop/SoLaR
https://openreview.net/forum?id=VMOMKhAm7q
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Dongyoung Go", "Tomasz Korbak", "Germàn Kruszewski", "Jos Rozen", "Marc Dymetman" ]
Compositional preference models for alignment with scalable oversight
null
Workshop/SoLaR
https://openreview.net/forum?id=V1740FqidS
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Yanchen Liu", "Srishti Gautam", "Jiaqi Ma", "Himabindu Lakkaraju" ]
Investigating the Fairness of Large Language Models for Predictions on Tabular Data
null
Workshop/SoLaR
https://openreview.net/forum?id=R8XHBFJOl5
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Nikhil Kandpal", "Krishna Pillutla", "Alina Oprea", "Peter Kairouz", "Christopher Choquette-Choo", "Zheng Xu" ]
User Inference Attacks on LLMs
null
Workshop/SoLaR
https://openreview.net/forum?id=QyRganPqPz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Jacob-Junqi Tian", "Omkar Dige", "D. Emerson", "Faiza Khattak" ]
Using Chain-of-Thought Prompting for Interpretable Recognition of Social Bias
null
Workshop/SoLaR
https://openreview.net/forum?id=QSPHfgw5fp
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mark Diaz", "Sunipa Dev", "Emily Reif", "Emily Denton", "Vinodkumar Prabhakaran" ]
Developing A Conceptual Framework for Analyzing People in Unstructured Data
null
Workshop/SoLaR
https://openreview.net/forum?id=PjSx6xAUOu
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Wanru Zhao", "Yihong Chen" ]
Breaking Physical and Linguistic Borders: Privacy-Preserving Multilingual Prompt Tuning for Low-Resource Languages
null
Workshop/SoLaR
https://openreview.net/forum?id=HoIEKQhiRs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ross Gruetzemacher", "Alan Chan", "Štěpán Los", "Kevin Frazier", "Siméon Campos", "Matija Franklin", "James Fox", "Jose Hernandez-Orallo", "Christin Manning", "Philip Tomei", "Kyle Kilian" ]
An International Consortium for AI Risk Evaluations
null
Workshop/SoLaR
https://openreview.net/forum?id=FKwtKzglFb
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Da Yu", "Arturs Backurs", "Sivakanth Gopi", "Huseyin Inan", "Janardhan Kulkarni", "Zinan Lin", "Chulin Xie", "Huishuai Zhang", "Wanrong Zhang" ]
Training Private and Efficient Language Models with Synthetic Data from LLMs
null
Workshop/SoLaR
https://openreview.net/forum?id=DRk4bWKr41
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Rudolf Laine", "Alexander Meinke", "Owain Evans" ]
Towards a Situational Awareness Benchmark for LLMs
null
Workshop/SoLaR
https://openreview.net/forum?id=AW1T4xxZ6F
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Apoorva Nitsure", "Youssef Mroueh", "Mattia Rigotti", "Kristjan Greenewald", "Brian Belgodere", "Mikhail Yurochkin", "Jiri Navratil", "Igor Melnyk", "Jarret Ross" ]
Risk Assessment and Statistical Significance in the Age of Foundation Models
null
Workshop/SoLaR
https://openreview.net/forum?id=9xhUufywBX
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Meera Desai", "Abigail Jacobs", "Dallas Card" ]
An Archival Perspective on Pretraining Data
null
Workshop/SoLaR
https://openreview.net/forum?id=6mHKQkV8NY
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Hannah Kirk", "Bertie Vidgen", "Paul Rottger", "Scott Hale" ]
The Empty Signifier Problem: Towards Clearer Paradigms for Operationalising "Alignment” in Large Language Models
null
Workshop/SoLaR
https://openreview.net/forum?id=6U1HlBXezs
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Anand Siththaranjan", "Cassidy Laidlaw", "Dylan Hadfield-Menell" ]
Understanding Hidden Context in Preference Learning: Consequences for RLHF
null
Workshop/SoLaR
https://openreview.net/forum?id=4JNa7bg4tn
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Markus Anderljung", "Everett Smith", "Joe O'Brien", "Lisa Soder", "Benjamin Bucknall", "Emma Bluemke", "Jonas Schuett", "Robert Trager", "Lacey Strahm", "Rumman Chowdhury" ]
Towards Publicly Accountable Frontier LLMs
null
Workshop/SoLaR
https://openreview.net/forum?id=1kavETZX3Y
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Tony Wang", "Miles Kai", "Kaivalya Hariharan", "Nir Shavit" ]
Forbidden Facts: An Investigation of Competing Objectives in Llama 2
null
Workshop/AI4Mat
https://openreview.net/forum?id=zZPICTs5gB
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Adam P. Generale", "Conlain Kelly", "Grayson Harrington", "Andreas Euan Robertson", "Michael Buzzy", "Surya Kalidindi" ]
A Bayesian Approach to Designing Microstructures and Processing Pathways for Tailored Material Properties
null
Workshop/AI4Mat
https://openreview.net/forum?id=wug7i3O7y1
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Thorben Prein", "Elton Pan", "Tom Doerr", "Elsa Olivetti", "Jennifer L.M. Rupp" ]
MTENCODER: A Multi-task Pretrained Transformer Encoder for Materials Representation Learning
null
Workshop/AI4Mat
https://openreview.net/forum?id=waQPqifiuC
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Carmelo Gonzales", "Kin Long Kelvin Lee", "Bin Mu", "Mikhail Galkin", "Santiago Miret" ]
Data Efficient Training for Materials Property Prediction Using Active Learning Querying
null
Workshop/AI4Mat
https://openreview.net/forum?id=rz7qRZqk9h
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Tong Xie", "Yuwei Wan", "Ke Lu", "Wenjie Zhang", "Chunyu Kit", "Bram Hoex" ]
Tokenizer Effect on Functional Material Prediction: Investigating Contextual Word Embeddings for Knowledge Discovery
null
Workshop/AI4Mat
https://openreview.net/forum?id=qpQr8px2Pz
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Defne Circi", "Ghazal Khalighinejad", "Shruti Badhwar", "Bhuwan Dhingra", "L. Brinson" ]
Retrieval of synthesis parameters of polymer nanocomposites using LLMs
null
Workshop/AI4Mat
https://openreview.net/forum?id=qBWcaz5pWd
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Thomas Lu", "Aarti Singh" ]
Out of Domain Stress Prediction on a Dataset of Simulated 3D Polycrystalline Microstructures
null
Workshop/AI4Mat
https://openreview.net/forum?id=pKmcMaULn1
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Xin Yang", "Renata Sechi", "Martin Hoffmann Petersen", "Arghya Bhowmik", "Heine Anton Hansen" ]
CURATOR: Autonomous Batch Active-Learning Workflow for Catalysts
null
Workshop/AI4Mat
https://openreview.net/forum?id=mlQMqXo083
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Saber Nemati", "Seyedeh Shaghayegh Rabbanian", "Hao Wang", "Leslie Butler", "Shengmin Guo" ]
Self-supervised Crack Detection in X-ray Computed Tomography Data of Additive Manufacturing Parts
null
Workshop/AI4Mat
https://openreview.net/forum?id=mVttK4r1Zt
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Chen Zhou", "Prashant Kumar", "Daniel Escudero", "Pascal Friederich" ]
Active learning for excited states dynamics simulations to discover molecular degradation pathways
null
Workshop/AI4Mat
https://openreview.net/forum?id=lXHSXyyLhd
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Eduardo Soares", "Vidushi Sharma", "Emilio Vital Brazil", "Renato Cerqueira", "Young-Hye Na" ]
Capturing Formulation Design of Battery Electrolytes with Chemical Large Language Model
null
Workshop/AI4Mat
https://openreview.net/forum?id=l3K28QS6R6
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Robin Ruff", "Patrick Reiser", "Jan Stuehmer", "Pascal Friederich" ]
Connectivity Optimized Nested Line Graph Networks for Crystal Structures
null
Workshop/AI4Mat
https://openreview.net/forum?id=l167FjdPOv
oral
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Mistal", "Alex Hernández-García", "Alexandra Volokhova", "Alexandre AGM Duval", "Yoshua Bengio", "Divya Sharma", "Pierre Luc Carrier", "Michał Koziarski", "Victor Schmidt" ]
Crystal-GFN: sampling materials with desirable properties and constraints
null
Workshop/AI4Mat
https://openreview.net/forum?id=kupYlLLGdf
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Ritam Majumdar", "Vishal Sudam Jadhav", "Anirudh Deodhar", "Shirish Karande", "Lovekesh Vig", "Venkataramana Runkana" ]
PIHLoRA: Physics-informed hypernetworks for low-ranked adaptation
null
Workshop/AI4Mat
https://openreview.net/forum?id=kjUylvko18
poster
NeurIPS2023
null
null
null
null
null
null
null
null
null
null
NaT
null
[ "Kusuri Murakumo", "Naruki Yoshikawa", "Kentaro Rikimaru", "Shogo Nakamura", "Kairi Furui", "Takamasa Suzuki", "Hiroyuki Yamasaki", "Yuki Nishigaya", "Yuzo Takagi", "Masahito Ohue" ]
LLM Drug Discovery Challenge: A Contest as a Feasibility Study on the Utilization of Large Language Models in Medicinal Chemistry
null