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48 Results
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Poster
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Wed 15:30 |
Skin Deep Unlearning: Artefact and Instrument Debiasing in the Context of Melanoma Classification Peter J. Bevan · Amir Atapour-Abarghouei |
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Poster
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Tue 15:30 |
Robust Counterfactual Explanations for Tree-Based Ensembles Sanghamitra Dutta · Jason Long · Saumitra Mishra · Cecilia Tilli · Daniele Magazzeni |
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Spotlight
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Thu 12:50 |
Improving Screening Processes via Calibrated Subset Selection Luke Lequn Wang · Thorsten Joachims · Manuel Gomez-Rodriguez |
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Spotlight
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Wed 14:55 |
Goal Misgeneralization in Deep Reinforcement Learning Lauro Langosco di Langosco · Jack Koch · Lee Sharkey · Jacob Pfau · David Krueger |
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Poster
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Thu 15:00 |
Improving Screening Processes via Calibrated Subset Selection Luke Lequn Wang · Thorsten Joachims · Manuel Gomez-Rodriguez |
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Spotlight
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Tue 11:55 |
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder · Oana-Maria Camburu · Thomas Lukasiewicz · Julian McAuley |
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Spotlight
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Tue 11:25 |
Label-Descriptive Patterns and Their Application to Characterizing Classification Errors Michael Hedderich · Jonas Fischer · Dietrich Klakow · Jilles Vreeken |
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Poster
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Wed 15:30 |
Tight and Robust Private Mean Estimation with Few Users Shyam Narayanan · Vahab Mirrokni · Hossein Esfandiari |
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Oral
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Wed 10:15 |
Tight and Robust Private Mean Estimation with Few Users Shyam Narayanan · Vahab Mirrokni · Hossein Esfandiari |
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Poster
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Wed 15:30 |
Goal Misgeneralization in Deep Reinforcement Learning Lauro Langosco di Langosco · Jack Koch · Lee Sharkey · Jacob Pfau · David Krueger |
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Poster
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Tue 15:30 |
Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations Bodhisattwa Prasad Majumder · Oana-Maria Camburu · Thomas Lukasiewicz · Julian McAuley |
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Spotlight
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Wed 7:45 |
A Study of Face Obfuscation in ImageNet Kaiyu Yang · Jacqueline Yau · Li Fei-Fei · Jia Deng · Olga Russakovsky |