Shuzhong Zhang
6 papers · 2015–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
convex optimization
(3)
iteration complexity
(2)
online learning
(1)
non-convex optimization
(1)
game theory
(1)
sample complexity
(1)
markov decision process
(1)
random sampling
(1)
oracle complexity
(1)
newton's method
(1)
accelerated gradient
(1)
generalization bound
(1)
regret bound
(1)
stochastic game
(1)
saddle point problem
(1)
proximal mapping
(1)
cubic regularization
(1)
optimal rate
(1)
saddle point optimization
(1)
empirical saddle point
(1)
Papers
Accelerating Adaptive Cubic Regularization of Newton's Method via Random Sampling
JMLR 2022
Generalization Bounds for Stochastic Saddle Point Problems
AISTATS 2021
An Optimal High-Order Tensor Method for Convex Optimization
COLT 2019
Near Optimal Methods for Minimizing Convex Functions with Lipschitz p-th Derivatives
COLT 2019
Online Learning with Non-Convex Losses and Non-Stationary Regret
AISTATS 2018
Convergence of Common Proximal Methods for L1-Regularized Least Squares
IJCAI 2015