Laurent Oudre
5 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (13)
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Hot Topic Early Bird
Conferences
ICML (2)
AISTATS (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
time series analysis
(1)
representation learning
(1)
sparse representation
(1)
shape analysis
(1)
distributed computing
(1)
time series
(1)
message passing
(1)
laplacian matrix
(1)
coordinate descent
(1)
convolutional sparse coding
(1)
graph structure learning
(1)
unsupervised representation learning
(1)
distributed algorithm
(1)
biomedical datum
(1)
diffeomorphic registration
(1)
graph signal
(1)
spectral representation
(1)
factor analysis model
(1)
shift invariance
(1)
shift invariant representation
(1)
Papers
Personalized Convolutional Dictionary Learning of Physiological Time Series
AISTATS 2025
Time Series Representations with Hard-Coded Invariances
ICML 2025
Shape analysis for time series
NIPS 2024
Learning Laplacian Matrix from Graph Signals with Sparse Spectral Representation
JMLR 2021
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding
ICML 2018