Matthieu Kowalski
4 papers · 2014–2023 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13)
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Keyword Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Mathematics & Optimization
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Speech & Audio
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Mathematics
(1)
Optimization
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
dictionary learning
(1)
combinatorial optimization
(1)
domain adaptation
(1)
sparse coding
(1)
sparse representation
(1)
sliced wasserstein distance
(1)
speech enhancement
(1)
time-frequency analysis
(1)
brain-computer interface
(1)
signal decomposition
(1)
global optimization
(1)
gradient descent
(1)
sparse approximation
(1)
alternating minimization
(1)
integer linear programming
(1)
riemannian geometry
(1)
audio processing
(1)
short-time fourier transform
(1)
non-negative matrix factorization
(1)
low-rank factorization
(1)
Papers
A Novel Integer Linear Programming Approach for Global L0 Minimization
JMLR 2023
Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals
ICML 2023
Understanding approximate and unrolled dictionary learning for pattern recovery
ICLR 2022
Low-Rank Time-Frequency Synthesis
NeurIPS 2014