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322 Results
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Poster
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Wed 9:00 |
On-Demand Sampling: Learning Optimally from Multiple Distributions Nika Haghtalab · Michael Jordan · Eric Zhao |
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Poster
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Tue 14:00 |
Robust Model Selection and Nearly-Proper Learning for GMMs Allen Liu · Jerry Li · Ankur Moitra |
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Poster
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Tue 14:00 |
Toward Efficient Robust Training against Union of ℓp Threat Models Gaurang Sriramanan · Maharshi Gor · Soheil Feizi |
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Poster
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Tue 14:00 |
On Feature Learning in the Presence of Spurious Correlations Pavel Izmailov · Polina Kirichenko · Nate Gruver · Andrew Wilson |
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Poster
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Thu 14:00 |
On the Adversarial Robustness of Mixture of Experts Joan Puigcerver · Rodolphe Jenatton · Carlos Riquelme · Pranjal Awasthi · Srinadh Bhojanapalli |
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Poster
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Tue 14:00 |
Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation Kristian Georgiev · Samuel Hopkins |
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Poster
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Thu 14:00 |
Robustness Disparities in Face Detection Samuel Dooley · George Z Wei · Tom Goldstein · John Dickerson |
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Poster
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On the Tradeoff Between Robustness and Fairness Xinsong Ma · Zekai Wang · Weiwei Liu |
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Poster
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Tue 9:00 |
A Robust Phased Elimination Algorithm for Corruption-Tolerant Gaussian Process Bandits Ilija Bogunovic · Zihan Li · Andreas Krause · Jonathan Scarlett |
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Competition
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Thu 4:50 |
Transfer Learning Award: Team SI Analytics - Domain Generalization Strategy to Train Classifiers Robust to Spatial-Temporal Shift Yeji Choi |
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Poster
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Wed 9:00 |
Fast and Robust Rank Aggregation against Model Misspecification YUANGANG PAN · Ivor W. Tsang · Weijie Chen · Gang Niu · Masashi Sugiyama |
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Poster
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Robust Anytime Learning of Markov Decision Processes Marnix Suilen · Thiago D. Simão · David Parker · Nils Jansen |