Nicolas Gillis
5 papers · 2012–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🏃 Academic Marathon (12) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Conferences
JMLR (3)
ICLR (1)
ICML (1)
Top co-authors
Keywords
nonnegative matrix factorization
(2)
inertial method
(2)
block coordinate descent
(2)
feature extraction
(1)
matrix factorization
(1)
sparse coding
(1)
sparse representation
(1)
linear programming
(1)
matrix completion
(1)
noise tolerance
(1)
majorization minimization
(1)
nonsmooth optimization
(1)
non-smooth optimization
(1)
separability assumption
(1)
robust optimization
(1)
separable matrix factorization
(1)
nonconvex optimization
(1)
non-convex optimization
(1)
Papers
Subtractive Mixture Models via Squaring: Representation and Learning
ICLR 2024
An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization
JMLR 2023
Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization
ICML 2020
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization
JMLR 2014
Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing
JMLR 2012