Haoyue Wang
7 papers · 2019–2024 · 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
(15)
Venues
Top co-authors
Research topics
Keywords
convex optimization
(2)
l1 regularization
(1)
nonparametric regression
(1)
convergence analysis
(1)
conjugate gradient
(1)
column generation
(1)
optimal transport
(1)
linear programming
(1)
oracle complexity
(1)
sparse optimization
(1)
model compression
(1)
branch-and-bound algorithm
(1)
accelerated gradient
(1)
probability measure
(1)
sparsity inducing
(1)
support vector machine
(1)
sparse model
(1)
iteration complexity
(1)
decision tree
(1)
combinatorial optimization
(1)
Papers
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
NeurIPS 2024
On the Convergence of CART under Sufficient Impurity Decrease Condition
NeurIPS 2023
Quant-BnB: A Scalable Branch-and-Bound Method for Optimal Decision Trees with Continuous Features
ICML 2022
Solving L1-regularized SVMs and Related Linear Programs: Revisiting the Effectiveness of Column and Constraint Generation
JMLR 2022
An Optimal High-Order Tensor Method for Convex Optimization
COLT 2019
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem
NeurIPS 2019
Near Optimal Methods for Minimizing Convex Functions with Lipschitz p-th Derivatives
COLT 2019