James Tin-Yau Kwok
5 papers · 2018–2021 · 1 conference · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (7) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (14)
π£
Hot Topic Early Bird
Conferences
ICML (5)
Top co-authors
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)
proximal algorithm
(1)
sample selection
(1)
bi-level optimization
(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
Online Convolutional Sparse Coding with Sample-Dependent Dictionary
ICML 2018
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
ICML 2018