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Poster
Tue 9:00 Simultaneous Preference and Metric Learning from Paired Comparisons
Austin Xu · Mark Davenport
Poster
Wed 21:00 Adaptive Learning of Rank-One Models for Efficient Pairwise Sequence Alignment
Govinda Kamath · Tavor Baharav · Ilan Shomorony
Poster
Thu 21:00 Linear-Sample Learning of Low-Rank Distributions
Ayush Jain · Alon Orlitsky
Poster
Tue 9:00 FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
Alekh Agarwal · Sham Kakade · Akshay Krishnamurthy · Wen Sun
Oral
Tue 6:30 FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs
Alekh Agarwal · Sham Kakade · Akshay Krishnamurthy · Wen Sun
Poster
Tue 9:00 Learning by Minimizing the Sum of Ranked Range
Shu Hu · Yiming Ying · xin wang · Siwei Lyu
Poster
Tue 21:00 Preference learning along multiple criteria: A game-theoretic perspective
Kush Bhatia · Ashwin Pananjady · Peter Bartlett · Anca Dragan · Martin Wainwright
Poster
Thu 21:00 Efficient Online Learning of Optimal Rankings: Dimensionality Reduction via Gradient Descent
Dimitris Fotakis · Thanasis Lianeas · Georgios Piliouras · Stratis Skoulakis