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RELEAF: An Algorithm for Learning and Exploiting Relevance
5 February 2015
Cem Tekin
M. Schaar
CML
Re-assign community
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Papers citing
"RELEAF: An Algorithm for Learning and Exploiting Relevance"
12 / 12 papers shown
Adaptive Experimental Design for Policy Learning
Masahiro Kato
Kyohei Okumura
Takuya Ishihara
Toru Kitagawa
OffRL
493
1
0
08 Jan 2024
Data Dependent Regret Guarantees Against General Comparators for Full or Bandit Feedback
Kaan Gokcesu
Hakan Gokcesu
OffRL
207
0
0
12 Mar 2023
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Bounds
Masahiro Kato
Masaaki Imaizumi
Takuya Ishihara
T. Kitagawa
386
2
0
06 Feb 2023
Best Arm Identification with Contextual Information under a Small Gap
Masahiro Kato
Masaaki Imaizumi
Takuya Ishihara
T. Kitagawa
477
3
0
15 Sep 2022
Second Order Regret Bounds Against Generalized Expert Sequences under Partial Bandit Feedback
Kaan Gokcesu
Hakan Gokcesu
OffRL
195
1
0
13 Apr 2022
Generalized Translation and Scale Invariant Online Algorithm for Adversarial Multi-Armed Bandits
Kaan Gokcesu
Hakan Gokcesu
AAML
144
2
0
19 Sep 2021
The Role of Contextual Information in Best Arm Identification
Masahiro Kato
Kaito Ariu
291
19
0
26 Jun 2021
A Generalized Online Algorithm for Translation and Scale Invariant Prediction with Expert Advice
Kaan Gokcesu
Hakan Gokcesu
OffRL
157
0
0
09 Sep 2020
Exploiting Relevance for Online Decision-Making in High-Dimensions
IEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2019
E. Turğay
Cem Bulucu
Cem Tekin
216
4
0
01 Jul 2019
Simple Regret Minimization for Contextual Bandits
A. Deshmukh
Srinagesh Sharma
J. Cutler
M. Moldwin
Clayton Scott
234
25
0
17 Oct 2018
Multi-objective Contextual Multi-armed Bandit with a Dominant Objective
Cem Tekin
E. Turğay
344
43
0
18 Aug 2017
Gambler's Ruin Bandit Problem
N. Akbarzadeh
Cem Tekin
149
2
0
21 May 2016
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