Oliver Hinder
12 papers · 2017–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (3) π Academic Marathon (7) π Cross-Pollinator (8)
π
Academic Marathon
(7)
π
Keyword Champion
(3)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(55)
π
Century Club
(12)
π₯
Unstoppable
(5)
Conferences
COLT (5)
NIPS (5)
ICML (2)
Top co-authors
Keywords
convex optimization
(4)
parameter-free optimization
(3)
stochastic convex optimization
(3)
gradient descent
(2)
first-order method
(2)
non-convex optimization
(2)
stationary point
(2)
stochastic gradient descent
(2)
optimization theory
(1)
conic optimization
(1)
neural network optimization
(1)
matrix completion
(1)
conditional gradient
(1)
cutting plane method
(1)
positive semidefinite matrix
(1)
iteration bound
(1)
phase retrieval
(1)
positive semidefinite matrices
(1)
accelerated gradient
(1)
projected gradient descent
(1)
Papers
Accelerated Parameter-Free Stochastic Optimization
COLT 2024
The Price of Adaptivity in Stochastic Convex Optimization
COLT 2024
Datasets and Benchmarks for Nanophotonic Structure and Parametric Design Simulations
NIPS 2023
DoG is SGDβs Best Friend: A Parameter-Free Dynamic Step Size Schedule
ICML 2023
A consistently adaptive trust-region method
NIPS 2022
Making SGD Parameter-Free
COLT 2022
Practical Large-Scale Linear Programming using Primal-Dual Hybrid Gradient
NIPS 2021
Near-Optimal Methods for Minimizing Star-Convex Functions and Beyond
COLT 2020
Conic Descent and its Application to Memory-efficient Optimization over Positive Semidefinite Matrices
NIPS 2020
An efficient nonconvex reformulation of stagewise convex optimization problems
NIPS 2020
Cutting plane methods can be extended into nonconvex optimization
COLT 2018
βConvex Until Proven Guiltyβ: Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions
ICML 2017