Farzin Haddadpour
6 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
ICLR (2)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
distributed optimization
(2)
communication efficiency
(2)
stochastic gradient descent
(2)
non-convex optimization
(1)
convergence analysis
(1)
model averaging
(1)
derivative-free optimization
(1)
generalization bound
(1)
gradient compression
(1)
zeroth-order optimization
(1)
distributed stochastic gradient descent
(1)
federated learning
(1)
data redundancy
(1)
stochastic gradient
(1)
nonconvex optimization
(1)
Papers
Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD
ICLR 2023
Black-Box Generalization: Stability of Zeroth-Order Learning
NIPS 2022
Learning Distributionally Robust Models at Scale via Composite Optimization
ICLR 2022
Federated Learning with Compression: Unified Analysis and Sharp Guarantees
AISTATS 2021
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization
NIPS 2019
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization
ICML 2019