DongDong Ge
7 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (9) π Interdisciplinary Bridge
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Conferences
AAAI (3)
ICML (2)
NIPS (1)
UAI (1)
Top co-authors
Keywords
newton method
(2)
nonconvex optimization
(2)
linear programming
(2)
large-scale optimization
(1)
optimal transport
(1)
convergence analysis
(1)
markov decision process
(1)
value iteration
(1)
column generation
(1)
variance reduction
(1)
interior-point method
(1)
sparse optimization
(1)
online learning algorithm
(1)
probability measure
(1)
second-order optimization
(1)
distributionally robust optimization
(1)
first-order method
(1)
graph convolutional network
(1)
wasserstein barycenter
(1)
trust region method
(1)
Papers
Trust Region Methods for Nonconvex Stochastic Optimization beyond Lipschitz Smoothness
AAAI 2024
Learning to Pivot as a Smart Expert
AAAI 2024
Sketched Newton Value Iteration for Large-Scale Markov Decision Processes
AAAI 2024
A Homogenization Approach for Gradient-Dominated Stochastic Optimization
UAI 2024
Solving Linear Programs with Fast Online Learning Algorithms
ICML 2023
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem
NIPS 2019
Strong NP-Hardness for Sparse Optimization with Concave Penalty Functions
ICML 2017