Pooria Joulani
8 papers · 2013–2022 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Keyword Pioneer
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Conference Pioneer
Top co-authors
Research topics
Keywords
online learning
(4)
regret bound
(3)
stochastic optimization
(3)
delayed feedback
(2)
composite optimization
(1)
markov decision process
(1)
policy iteration
(1)
value function approximation
(1)
variance reduction
(1)
off-policy learning
(1)
stochastic process
(1)
sparse optimization
(1)
approximate policy iteration
(1)
mirror descent
(1)
adversarial setting
(1)
adaptive learning rate
(1)
asynchronous optimization
(1)
exp3 algorithm
(1)
multi-armed bandit
(1)
adaptive algorithm
(1)
Papers
Faster Rates, Adaptive Algorithms, and Finite-Time Bounds for Linear Composition Optimization and Gradient TD Learning
AISTATS 2022
Adapting to Delays and Data in Adversarial Multi-Armed Bandits
ICML 2021
Adaptive Approximate Policy Iteration
AISTATS 2021
A simpler approach to accelerated optimization: iterative averaging meets optimism
ICML 2020
Think out of the "Box": Generically-Constrained Asynchronous Composite Optimization and Hedging
NeurIPS 2019
A Modular Analysis of Adaptive (Non-)Convex Optimization: Optimism, Composite Objectives, and Variational Bounds
ALT 2017
Fast Cross-Validation for Incremental Learning
IJCAI 2015
Online Learning under Delayed Feedback
ICML 2013