Haoyue Wang
7 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(16)
π
Keyword Champion
Conferences
NIPS (3)
COLT (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
convex optimization
(2)
l1 regularization
(1)
linear programming
(1)
convergence analysis
(1)
sparse optimization
(1)
column generation
(1)
optimal transport
(1)
interior-point method
(1)
non-parametric regression
(1)
oracle complexity
(1)
model compression
(1)
conjugate gradient
(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)
combinatorial optimization
(1)
Papers
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
NIPS 2024
On the Convergence of CART under Sufficient Impurity Decrease Condition
NIPS 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
Near Optimal Methods for Minimizing Convex Functions with Lipschitz $p$-th Derivatives
COLT 2019
Interior-Point Methods Strike Back: Solving the Wasserstein Barycenter Problem
NIPS 2019
An Optimal High-Order Tensor Method for Convex Optimization
COLT 2019