GAM Coach: Towards Interactive and User-centered Algorithmic Recourse
Paper
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2302.14165
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Published
Polo Club of Data Science
university
AI & ML interests
Human-centered AI, deep learning interpretation and visualization, responsible AI, large graph mining and visualization
Recent Activity
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poloclub's activity
polochau
authored
20
papers
5 months ago
ActiVis: Visual Exploration of Industry-Scale Deep Neural Network Models
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1704.01942
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Published
WebSHAP: Towards Explaining Any Machine Learning Models Anywhere
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2303.09545
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Published
Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers
Paper
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1801.06889
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Published
GAN Lab: Understanding Complex Deep Generative Models using Interactive Visual Experimentation
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1809.01587
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Published
FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning
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1904.05419
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Published
SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks
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2305.03039
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Published
ObjectComposer: Consistent Generation of Multiple Objects Without Fine-tuning
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2310.06968
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Published
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1
CNN 101: Interactive Visual Learning for Convolutional Neural Networks
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2001.02004
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Published
CNN Explainer: Learning Convolutional Neural Networks with Interactive Visualization
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2004.15004
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Published
Evaluating Graph Vulnerability and Robustness using TIGER
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2006.05648
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Published
Bluff: Interactively Deciphering Adversarial Attacks on Deep Neural Networks
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2009.02608
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Published
Dodrio: Exploring Transformer Models with Interactive Visualization
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2103.14625
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Published
WizMap: Scalable Interactive Visualization for Exploring Large Machine Learning Embeddings
Paper
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2306.09328
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Published
Graph Vulnerability and Robustness: A Survey
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2105.00419
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Published
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1
A Search Engine for Discovery of Scientific Challenges and Directions
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2108.13751
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Published
Wordflow: Social Prompt Engineering for Large Language Models
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2401.14447
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Published
GAM Changer: Editing Generalized Additive Models with Interactive Visualization
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2112.03245
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Published
NOVA: A Practical Method for Creating Notebook-Ready Visual Analytics
Paper
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2205.03963
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Published
Interpretability, Then What? Editing Machine Learning Models to Reflect Human Knowledge and Values
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2206.15465
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Published