Guanyi Wang
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
sparse optimization
(2)
dimensionality reduction
(1)
neural network compression
(1)
neural network pruning
(1)
stochastic gradient
(1)
convex optimization
(1)
group sparsity
(1)
sparse principal component analysis
(1)
sparse regression
(1)
model pruning
(1)
multi-output regression
(1)
variance reduction
(1)
structured sparsity
(1)
optimization algorithm
(1)
structured pruning
(1)
dual bound
(1)
scalable optimization
(1)
high-dimensional output
(1)
proximal stochastic gradient
(1)
support identification
(1)
Papers
Solving Sparse \& High-Dimensional-Output Regression via Compression
NIPS 2024
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization
AISTATS 2023
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
NIPS 2021
Upper bounds for Model-Free Row-Sparse Principal Component Analysis
ICML 2020