Tom Dupré la Tour
4 papers · 2017–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(12)
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Machine Learning
(4)
Learning Types
(4)
Core Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Healthcare & Medicine
(2)
Interdisciplinary
(2)
Domain-Specific
(2)
Research
(2)
Science
(2)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Keywords
convolutional sparse coding
(2)
feature extraction
(1)
brain signal processing
(1)
logistic regression
(1)
sparse representation
(1)
alternating minimization
(1)
spatial pattern
(1)
neural signal
(1)
sparse autoencoder
(1)
monte carlo expectation maximization
(1)
interpretable feature
(1)
collaborative framework
(1)
alpha-stable distribution
(1)
monte carlo
(1)
electroencephalography signal
(1)
brain signal
(1)
activation reconstruction
(1)
neural time series analysis
(1)
shift-invariant atom
(1)
multivariate sparse coding
(1)
Papers
Scaling and evaluating sparse autoencoders
ICLR 2025
Benchopt: Reproducible, efficient and collaborative optimization benchmarks
NeurIPS 2022
Multivariate Convolutional Sparse Coding for Electromagnetic Brain Signals
NeurIPS 2018
Learning the Morphology of Brain Signals Using Alpha-Stable Convolutional Sparse Coding
NeurIPS 2017