Changwoo Lee
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
markov chain monte carlo
(2)
bayesian inference
(2)
model selection
(1)
maximum a posteriori
(1)
matrix optimization
(1)
high-dimensional regression
(1)
structured sparsity
(1)
metropolis-hastings algorithm
(1)
mixing time
(1)
horseshoe prior
(1)
foundation model
(1)
perceptual quality
(1)
weight matrix
(1)
neural network inference
(1)
graph-structured datum
(1)
multiple-try metropoli
(1)
iterative decoding
(1)
neural network denoiser
(1)
joint source-channel coding
(1)
model compression
(1)
Papers
BLAST: Block-Level Adaptive Structured Matrices for Efficient Deep Neural Network Inference
NIPS 2024
Differentiable Learning of Generalized Structured Matrices for Efficient Deep Neural Networks
ICLR 2024
Deep Joint Source-Channel Coding with Iterative Source Error Correction
AISTATS 2023
Rapidly Mixing Multiple-try Metropolis Algorithms for Model Selection Problems
NIPS 2022
T-LoHo: A Bayesian Regularization Model for Structured Sparsity and Smoothness on Graphs
NIPS 2021