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175 Results
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Poster
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Wed 6:00 |
Interpretable Random Forests via Rule Extraction Clément Bénard · Gérard Biau · Sébastien da Veiga · Erwan Scornet |
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Poster
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Wed 6:00 |
CONTRA: Contrarian statistics for controlled variable selection Mukund Sudarshan · Aahlad Puli · Lakshmi Subramanian · Sriram Sankararaman · Rajesh Ranganath |
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Oral Session
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Tue 17:15 |
Theory and Practice of Machine Learning |
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Poster
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Tue 14:00 |
Right Decisions from Wrong Predictions: A Mechanism Design Alternative to Individual Calibration Shengjia Zhao · Stefano Ermon |
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Poster
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Thu 7:30 |
Efficient Computation and Analysis of Distributional Shapley Values Yongchan Kwon · Manuel A. Rivas · James Zou |
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Poster
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Tue 18:30 |
Regularized Policies are Reward Robust Hisham Husain · Kamil Ciosek · Ryota Tomioka |
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Poster
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Tue 18:30 |
γ-ABC: Outlier-Robust Approximate Bayesian Computation Based on a Robust Divergence Estimator Masahiro Fujisawa · Takeshi Teshima · Issei Sato · Masashi Sugiyama |
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Poster
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Thu 7:30 |
When OT meets MoM: Robust estimation of Wasserstein Distance Guillaume Staerman · Pierre Laforgue · Pavlo Mozharovskyi · Florence d'Alché-Buc |
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Poster
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Wed 6:00 |
Adaptive wavelet pooling for convolutional neural networks Moritz Wolter · Jochen Garcke |
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Poster
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Tue 14:00 |
Competing AI: How does competition feedback affect machine learning? Tony Ginart · Eva Zhang · Yongchan Kwon · James Zou |
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Poster
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Thu 7:30 |
Robust Learning under Strong Noise via SQs Ioannis Anagnostides · Themis Gouleakis · Ali Marashian |
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Poster
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Wed 12:45 |
Robust Mean Estimation on Highly Incomplete Data with Arbitrary Outliers Lunjia Hu · Omer Reingold |