Laurent Condat
5 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(9)
Conferences
ICLR (2)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
federated learning
(2)
distributed optimization
(2)
variance reduction
(1)
oracle complexity
(1)
primal-dual algorithm
(1)
communication efficiency
(1)
gradient compression
(1)
stochastic method
(1)
optimal algorithm
(1)
fixed-point iteration
(1)
error feedback
(1)
local sgd
(1)
affine constraint
(1)
strongly convex minimization
(1)
Papers
LoCoDL: Communication-Efficient Distributed Learning with Local Training and Compression
ICLR 2025
RandProx: Primal-Dual Optimization Algorithms with Randomized Proximal Updates
ICLR 2023
EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization
NIPS 2022
An Optimal Algorithm for Strongly Convex Minimization under Affine Constraints
AISTATS 2022
From Local SGD to Local Fixed-Point Methods for Federated Learning
ICML 2020