17 Results

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