Mehrdad Mahdavi
35 papers · 2012–2025 · 6 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 7 separate collaboration groups - the largest holds only 40% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Mehrdad Mahdavi?
5 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Yuyang Deng, Mohammad Mahdi Kamani, Farzin Haddadpour
14 papers
· 2019–2025
· NeurIPS, AISTATS, ICLR
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Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees
AISTATS 2025
Learn more, but bother less: parameter efficient continual learning
NeurIPS 2024
On the Generalization Ability of Unsupervised Pretraining
AISTATS 2024
Distributed Personalized Empirical Risk Minimization
NeurIPS 2023
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation
NeurIPS 2023
Understanding Deep Gradient Leakage via Inversion Influence Functions
NeurIPS 2023
Learning Distributionally Robust Models at Scale via Composite Optimization
ICLR 2022
Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time
AISTATS 2022
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems
NeurIPS 2022
Federated Learning with Compression: Unified Analysis and Sharp Guarantees
AISTATS 2021
Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency
AISTATS 2021
Distributionally Robust Federated Averaging
NeurIPS 2020
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization
NeurIPS 2019
Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization
ICML 2019