Yannis Paschalidis
5 papers · 2021–2023 · 1 conference · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(12)
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Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
NIPS (5)
Top co-authors
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
NIPS 2023
Unconstrained Dynamic Regret via Sparse Coding
NIPS 2023
Optimal Comparator Adaptive Online Learning with Switching Cost
NIPS 2022
Generalized Proximal Policy Optimization with Sample Reuse
NIPS 2021
Communication-efficient SGD: From Local SGD to One-Shot Averaging
NIPS 2021