Shivaram Kalyanakrishnan
10 papers · 2013–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (23)
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Keyword Pioneer
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Topic Evolution
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Keywords
pac learning
(3)
multi-armed bandit
(3)
markov decision process
(2)
reinforcement learning
(2)
stochastic optimization
(2)
policy iteration
(2)
best arm identification
(1)
arm selection
(1)
sample complexity
(1)
exploration exploitation
(1)
mode estimation
(1)
algorithm analysis
(1)
complexity bound
(1)
proper composite loss
(1)
class probability estimation
(1)
distribution learning
(1)
class imbalance
(1)
discrete distribution
(1)
sequential decision making
(1)
combinatorial optimization
(1)
Papers
Linear-Time Optimal Deadlock Detection for Efficient Scheduling in Multi-Track Railway Networks
IJCAI 2024
PAC Mode Estimation using PPR Martingale Confidence Sequences
AISTATS 2022
Intelligent and Learning Agents: Four Investigations
IJCAI 2021
Regret Minimisation in Multi-Armed Bandits Using Bounded Arm Memory
AAAI 2020
A Tighter Analysis of Randomised Policy Iteration
UAI 2019
PAC Identification of Many Good Arms in Stochastic Multi-Armed Bandits
ICML 2019
Improved Strong Worst-case Upper Bounds for MDP Planning
IJCAI 2017
Batch-Switching Policy Iteration
IJCAI 2016
GEV-Canonical Regression for Accurate Binary Class Probability Estimation when One Class is Rare
ICML 2014
Information Complexity in Bandit Subset Selection
COLT 2013