Stephen J. Wright
7 papers · 2012–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Academic Marathon (13) π£ Hot Topic Early Bird π Cross-Pollinator (10) π Renaissance Researcher (5)
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Interdisciplinary Bridge
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Conference Polyglot
(2)
πΊοΈ
Taxonomy Completionist
(16)
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Trend Setter
Conferences
JMLR (5)
AISTATS (2)
Top co-authors
Keywords
gradient descent
(3)
convex optimization
(2)
non-convex optimization
(1)
neural network optimization
(1)
markov decision process
(1)
regularized learning
(1)
matrix optimization
(1)
variance reduction
(1)
policy improvement
(1)
dual averaging
(1)
value estimation
(1)
probability measure
(1)
stochastic coordinate descent
(1)
linear convergence
(1)
adaptive algorithm
(1)
partial differential equation
(1)
momentum method
(1)
stochastic policy
(1)
mean-field theory
(1)
bregman projection
(1)
Papers
Accelerating optimization over the space of probability measures
JMLR 2025
A Line-Search Descent Algorithm for Strict Saddle Functions with Complexity Guarantees
JMLR 2023
Overparameterization of Deep ResNet: Zero Loss and Mean-field Analysis
JMLR 2022
A Fast and Reliable Policy Improvement Algorithm
AISTATS 2016
Efficient Bregman Projections onto the Permutahedron and Related Polytopes
AISTATS 2016
An Asynchronous Parallel Stochastic Coordinate Descent Algorithm
JMLR 2015
Manifold Identification in Dual Averaging for Regularized Stochastic Online Learning
JMLR 2012