James Tin-Yau Kwok
5 papers · 2018–2021 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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Research topics
Keywords
dictionary learning
(1)
stochastic optimization
(1)
transformer architecture
(1)
self-attention mechanism
(1)
online learning
(1)
logistic regression
(1)
noisy label learning
(1)
signal processing
(1)
variance reduction
(1)
low-rank tensor
(1)
image processing
(1)
convolutional sparse coding
(1)
tensor completion
(1)
bilevel optimization
(1)
proximal algorithm
(1)
sample selection
(1)
sparse attention
(1)
attention mask
(1)
automated machine learning
(1)
auc maximization
(1)
Papers
SparseBERT: Rethinking the Importance Analysis in Self-attention
ICML 2021
Searching to Exploit Memorization Effect in Learning with Noisy Labels
ICML 2020
Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
ICML 2019
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
ICML 2018
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
ICML 2018