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Contextual bandits with surrogate losses: Margin bounds and efficient algorithms
28 June 2018
Dylan J. Foster
A. Krishnamurthy
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Papers citing
"Contextual bandits with surrogate losses: Margin bounds and efficient algorithms"
7 / 7 papers shown
Title
Differentially Private Nonparametric Regression Under a Growth Condition
Noah Golowich
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0
24 Nov 2021
Fast Rates for Nonparametric Online Learning: From Realizability to Learning in Games
C. Daskalakis
Noah Golowich
55
24
0
17 Nov 2021
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning
Aurélien F. Bibaut
Antoine Chambaz
Maria Dimakopoulou
Nathan Kallus
Mark van der Laan
OffRL
91
15
0
03 Jun 2021
Generalized Policy Elimination: an efficient algorithm for Nonparametric Contextual Bandits
Aurélien F. Bibaut
Antoine Chambaz
Mark van der Laan
OffRL
116
3
0
05 Mar 2020
Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles
Dylan J. Foster
Alexander Rakhlin
371
213
0
12 Feb 2020
Online Pricing with Reserve Price Constraint for Personal Data Markets
Chaoyue Niu
Zhenzhe Zheng
Fan Wu
Shaojie Tang
Guihai Chen
45
34
0
28 Nov 2019
OSOM: A simultaneously optimal algorithm for multi-armed and linear contextual bandits
Niladri S. Chatterji
Vidya Muthukumar
Peter L. Bartlett
71
46
0
24 May 2019
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