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42 Results
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Workshop
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Fri 14:00 |
Interpretability Contributed Talks |
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Poster
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Thu 18:30 |
Fairness risk measures Robert C Williamson · Aditya Menon |
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Poster
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Thu 18:30 |
Model Comparison for Semantic Grouping Francisco Vargas · Kamen Brestnichki · Nils Hammerla |
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Poster
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Wed 18:30 |
Stochastic Blockmodels meet Graph Neural Networks Nikhil Mehta · Lawrence Carin · Piyush Rai |
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Poster
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Wed 18:30 |
On the Convergence and Robustness of Adversarial Training Yisen Wang · Xingjun Ma · James Bailey · Jinfeng Yi · Bowen Zhou · Quanquan Gu |
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Poster
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Wed 18:30 |
Understanding the Origins of Bias in Word Embeddings Marc-Etienne Brunet · Colleen Alkalay-Houlihan · Ashton Anderson · Richard Zemel |
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Poster
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Thu 18:30 |
Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering Shanmukha Ramakrishna Vedantam · Karan Desai · Stefan Lee · Marcus Rohrbach · Dhruv Batra · Devi Parikh |
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Oral
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Thu 10:00 |
Gaining Free or Low-Cost Interpretability with Interpretable Partial Substitute Tong Wang |
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Poster
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Wed 18:30 |
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets Chen Zhu · W. Ronny Huang · Hengduo Li · Gavin Taylor · Christoph Studer · Tom Goldstein |
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Poster
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Thu 18:30 |
Discovering Conditionally Salient Features with Statistical Guarantees Jaime Roquero Gimenez · James Zou |
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Poster
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Tue 18:30 |
Shape Constraints for Set Functions Andrew Cotter · Maya Gupta · Heinrich Jiang · Erez Louidor · James Muller · Taman Narayan · Serena Wang · Tao Zhu |
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Workshop
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Fri 15:30 |
Interpretability Invited Discussion: California's Senate Bill 10 (SB 10) on Pretrial Release and Detention with Solon Barocas and Peter Eckersley |