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Poster
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Tue 7:00 |
Minimax Rate for Learning From Pairwise Comparisons in the BTL Model Julien Hendrickx, Alex Olshevsky, Venkatesh Saligrama |
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Poster
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Tue 9:00 |
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions Arpit Agarwal, Shivani Agarwal, Sanjeev Khanna, Prathamesh Patil |
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Poster
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Tue 9:00 |
Safe Imitation Learning via Fast Bayesian Reward Inference from Preferences Daniel Brown, Russell Coleman, Ravi Srinivasan, Scott Niekum |
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Poster
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Tue 10:00 |
SoftSort: A Continuous Relaxation for the argsort Operator Sebastian Prillo, Julian M Eisenschlos |
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Poster
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Tue 11:00 |
Optimization and Analysis of the pAp@k Metric for Recommender Systems Gaurush Hiranandani, Warut Vijitbenjaronk, Sanmi Koyejo, Prateek Jain |
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Poster
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Tue 13:00 |
StochasticRank: Global Optimization of Scale-Free Discrete Functions Aleksei Ustimenko, Liudmila Prokhorenkova |
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Poster
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Tue 14:00 |
Learning Similarity Metrics for Numerical Simulations Georg Kohl, Kiwon Um, Nils Thuerey |
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Poster
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Wed 5:00 |
Preference Modeling with Context-Dependent Salient Features Amanda Bower, Laura Balzano |
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Poster
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Wed 8:00 |
Choice Set Optimization Under Discrete Choice Models of Group Decisions Kiran Tomlinson, Austin Benson |
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Poster
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Wed 9:00 |
Optimal Sequential Maximization: One Interview is Enough! Moein Falahatgar, Alon Orlitsky, Venkatadheeraj Pichapati |
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Poster
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Wed 10:00 |
The Sample Complexity of Best-$k$ Items Selection from Pairwise Comparisons Wenbo Ren, Jia Liu, Ness Shroff |
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Poster
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Wed 13:00 |
Scalable and Efficient Comparison-based Search without Features Daniyar Chumbalov, Lucas Maystre, Matt Grossglauser |
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Poster
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Thu 9:00 |
From PAC to Instance-Optimal Sample Complexity in the Plackett-Luce Model Aadirupa Saha, Aditya Gopalan |
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Poster
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Thu 12:00 |
Learning to Rank Learning Curves Martin Wistuba, Tejaswini Pedapati |
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Poster
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Thu 13:00 |
Predicting Choice with Set-Dependent Aggregation Nir Rosenfeld, Kojin Oshiba, Yaron Singer |
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Poster
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Thu 13:00 |
Preselection Bandits Viktor Bengs, Eyke Hüllermeier |
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Poster
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Thu 13:00 |
Projective Preferential Bayesian Optimization Petrus Mikkola, Milica Todorović, Jari Järvi, Patrick Rinke, Samuel Kaski |