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Best-item Learning in Random Utility Models with Subset Choices

Best-item Learning in Random Utility Models with Subset Choices

Aadirupa Saha
Aditya Gopalan
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Papers citing "Best-item Learning in Random Utility Models with Subset Choices"

6 / 6 papers shown
Title
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model
A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model
Xi Chen
Yuanzhi Li
Jieming Mao
42
41
0
25 Jul 2017
Competitive analysis of the top-K ranking problem
Competitive analysis of the top-K ranking problem
Xi Chen
Sivakanth Gopi
Jieming Mao
Jon Schneider
48
34
0
12 May 2016
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models
E. Kaufmann
Olivier Cappé
Aurélien Garivier
204
1,028
0
16 Jul 2014
Reducing Dueling Bandits to Cardinal Bandits
Reducing Dueling Bandits to Cardinal Bandits
Nir Ailon
Thorsten Joachims
Zohar Karnin
171
140
0
14 May 2014
lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits
lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits
Kevin Jamieson
Matthew Malloy
Robert D. Nowak
Sébastien Bubeck
84
417
0
27 Dec 2013
Random Utility Theory for Social Choice
Random Utility Theory for Social Choice
Hossein Azari Soufiani
David C. Parkes
Lirong Xia
107
151
0
11 Nov 2012