Yannis Paschalidis
5 papers · 2021–2023 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
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Keywords
comparator adaptivity
(2)
reinforcement learning
(1)
stochastic gradient descent
(1)
sample efficiency
(1)
online learning
(1)
convex optimization
(1)
sparse coding
(1)
convergence analysis
(1)
distributed learning
(1)
distributed optimization
(1)
dynamic regret
(1)
online convex optimization
(1)
deep reinforcement learning
(1)
communication efficiency
(1)
parallel optimization
(1)
regret bound
(1)
online algorithm
(1)
proximal policy optimization
(1)
switching cost
(1)
local sgd
(1)
Papers
Convergence of Actor-Critic with Multi-Layer Neural Networks
NeurIPS 2023
Unconstrained Dynamic Regret via Sparse Coding
NeurIPS 2023
Optimal Comparator Adaptive Online Learning with Switching Cost
NeurIPS 2022
Communication-efficient SGD: From Local SGD to One-Shot Averaging
NeurIPS 2021
Generalized Proximal Policy Optimization with Sample Reuse
NeurIPS 2021