Amirhossein Reisizadeh
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Application Areas
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Types
(1)
Optimization
(1)
Keywords
federated learning
(2)
non-convex optimization
(1)
parameter estimation
(1)
expectation maximization
(1)
distributed learning
(1)
adversarial training
(1)
decentralized optimization
(1)
minimax optimization
(1)
gradient descent
(1)
distribution shift
(1)
linear regression
(1)
communication efficiency
(1)
mixture model
(1)
latent variable
(1)
distributed algorithm
(1)
straggler mitigation
(1)
wasserstein distance
(1)
periodic averaging
(1)
Papers
EM for Mixture of Linear Regression with Clustered Data
AISTATS 2024
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
AISTATS 2020
Robust Federated Learning: The Case of Affine Distribution Shifts
NeurIPS 2020
Robust and Communication-Efficient Collaborative Learning
NeurIPS 2019