Mohammad Mahdi Kamani
8 papers · 2019–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
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Keyword Pioneer
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Hot Topic Early Bird
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Unstoppable
(5)
Conferences
NIPS (4)
AISTATS (2)
ICLR (1)
ICML (1)
Top co-authors
Keywords
federated learning
(5)
communication efficiency
(3)
distributed optimization
(3)
non-convex optimization
(1)
convergence analysis
(1)
distributed learning
(1)
model aggregation
(1)
minimax optimization
(1)
privacy-preserving learning
(1)
empirical risk minimization
(1)
model averaging
(1)
distributionally robust optimization
(1)
gradient compression
(1)
relu activation
(1)
distributed stochastic gradient descent
(1)
federated averaging
(1)
overparameterized neural network
(1)
smart home
(1)
local sgd
(1)
data redundancy
(1)
Papers
Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking
NIPS 2023
Distributed Personalized Empirical Risk Minimization
NIPS 2023
Learning Distributionally Robust Models at Scale via Composite Optimization
ICLR 2022
Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time
AISTATS 2022
Federated Learning with Compression: Unified Analysis and Sharp Guarantees
AISTATS 2021
Distributionally Robust Federated Averaging
NIPS 2020
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization
ICML 2019
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization
NIPS 2019