Yuze Han
5 papers · 2022–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
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Hot Topic Early Bird
Conferences
NIPS (3)
JMLR (2)
Top co-authors
Keywords
federated learning
(3)
adversarial robustness
(2)
personalized model
(2)
communication efficiency
(2)
convex optimization
(1)
communication complexity
(1)
distributed optimization
(1)
minimax optimization
(1)
incremental gradient
(1)
asymptotic analysis
(1)
variance reduction
(1)
stochastic approximation
(1)
second-order similarity
(1)
random projection
(1)
stochastic gradient
(1)
stochastic differential equation
(1)
personalized learning
(1)
lower complexity bound
(1)
infimal convolution
(1)
jump diffusion
(1)
Papers
Lower Complexity Bounds of Finite-Sum Optimization Problems: The Results and Construction
JMLR 2024
A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness
JMLR 2024
Stochastic Distributed Optimization under Average Second-order Similarity: Algorithms and Analysis
NIPS 2023
Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness
NIPS 2022
Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective
NIPS 2022