Nahum Shimkin
7 papers · 2004–2017 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
π±
Topic Pioneer
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Keyword Pioneer
π
Keyword Champion
π
Keyword Trendsetter Combo
(3)
π
Trend Setter
Venues
Research topics
Keywords
online learning
(2)
multi-armed bandit
(2)
game theory
(2)
vector-valued reward
(2)
binary classification
(1)
sample complexity
(1)
pac learning
(1)
arcade learning environment
(1)
online classification
(1)
regret minimization
(1)
constraint satisfaction
(1)
variance reduction
(1)
online convex optimization
(1)
value function estimation
(1)
online learning algorithm
(1)
sensitivity specificity
(1)
false positive rate
(1)
constrained markov decision process
(1)
multi-objective optimization
(1)
no-regret learning
(1)
Papers
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning
ICML 2017
An Online Convex Optimization Approach to Blackwell's Approachability
JMLR 2016
PAC Lower Bounds and Efficient Algorithms for The Max K-Armed Bandit Problem
ICML 2016
Response-Based Approachability with Applications to Generalized No-Regret Problems
JMLR 2015
Opportunistic Strategies for Generalized No-Regret Problems
COLT 2013
Online Classification with Specificity Constraints
NeurIPS 2010
A Geometric Approach to Multi-Criterion Reinforcement Learning
JMLR 2004