Cédric Févotte
9 papers · 2011–2021 · 4 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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🗺️ Taxonomy Completionist (27) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(5)
🌟
Keyword Trendsetter Combo
(5)
🧭
Keyword Pioneer
🌈
Renaissance Researcher
(5)
🚀
Conference Pioneer
📈
Trend Setter
🗃️
Keyword Collector
(64)
Venues
Top co-authors
Research topics
Machine Learning
(9)
Core Methods
(7)
Mathematics & Optimization
(5)
Optimization & Theory
(5)
Optimization
(4)
Speech & Audio
(3)
Application Areas
(3)
Bayesian & Probabilistic
(3)
Deep Learning
(2)
Architectures
(2)
Synthesis
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Keywords
non-negative matrix factorization
(5)
matrix factorization
(3)
recommender system
(2)
signal decomposition
(2)
dictionary learning
(2)
marginal likelihood
(2)
optimal transport
(2)
variational inference
(2)
logistic regression
(1)
speech enhancement
(1)
ordinal regression
(1)
time-frequency analysis
(1)
audio signal processing
(1)
fundamental frequency
(1)
deep learning
(1)
coordinate descent
(1)
expectation maximization
(1)
probabilistic matrix factorization
(1)
kullback-leibler divergence
(1)
convergence analysis
(1)
Papers
An Inertial Newton Algorithm for Deep Learning
JMLR 2021
Expanding Boundaries of Gap Safe Screening
JMLR 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
NeurIPS 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
NeurIPS 2016
Low-Rank Time-Frequency Synthesis
NeurIPS 2014
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation
NeurIPS 2011