Cédric Févotte
9 papers · 2011–2021 · 4 conferences · across top CS/AI conferences
Achievements
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🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🗺️ Taxonomy Completionist (11) 🌍 Conference Polyglot (4)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🏃
Academic Marathon
(10)
🌟
Keyword Trendsetter Combo
(3)
🌱
Topic Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(60)
🚀
Conference Pioneer
Conferences
NIPS (4)
ICML (2)
JMLR (2)
UAI (1)
Top co-authors
Keywords
matrix factorization
(3)
non-negative matrix factorization
(3)
signal decomposition
(2)
marginal likelihood
(2)
recommender system
(2)
nonnegative matrix factorization
(2)
optimal transport
(2)
dictionary learning
(2)
logistic regression
(1)
speech enhancement
(1)
ordinal regression
(1)
deep learning
(1)
time-frequency analysis
(1)
audio signal processing
(1)
expectation maximization
(1)
bayesian inference
(1)
probabilistic matrix factorization
(1)
kullback-leibler divergence
(1)
coordinate descent
(1)
convergence analysis
(1)
Papers
Expanding Boundaries of Gap Safe Screening
JMLR 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
NIPS 2021
An Inertial Newton Algorithm for Deep Learning
JMLR 2021
Ordinal Non-negative Matrix Factorization for Recommendation
ICML 2020
Recommendation from Raw Data with Adaptive Compound Poisson Factorization
UAI 2019
Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization
ICML 2018
Optimal spectral transportation with application to music transcription
NIPS 2016
Low-Rank Time-Frequency Synthesis
NIPS 2014
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation
NIPS 2011