Angélique Dremeau

Publication Activity (10 Years)

Years Active: 2010-2019
Publications (10 Years): 6

Top Topics

Probabilistic Graphical Models

Boltzmann Machine

Bayesian Formulation

Sparse Representation

Top Venues

IEEE Trans. Signal Process.

IEEE Trans. Inf. Theory

Publications

Cédric Herzet, Clément Dorffer, Angélique Dremeau
Gather and Conquer: Region-Based Strategies to Accelerate Safe Screening Tests. IEEE Trans. Signal Process. 67 (12) (2019)
Riwal Lefort, Angélique Dremeau
Sub-antenna sparse processing for coherence loss in underwater source localization. EUSIPCO (2017)
Angélique Dremeau, Antoine Deleforge
Phase retrieval with a multivariate Von Mises prior: From a Bayesian formulation to a lifting solution. ICASSP (2017)
Angélique Dremeau, Cédric Herzet
DOA estimation in structured phase-noisy environments. ICASSP (2017)
Cédric Herzet, Angélique Dremeau, Charles Soussen
Relaxed Recovery Conditions for OMP/OLS by Exploiting Both Coherence and Decay. IEEE Trans. Inf. Theory 62 (1) (2016)
Alaa Saade, Francesco Caltagirone, Igor Carron, Laurent Daudet, Angélique Dremeau, Sylvain Gigan, Florent Krzakala
Random projections through multiple optical scattering: Approximating Kernels at the speed of light. ICASSP (2016)
Angélique Dremeau, Florent Krzakala
Phase recovery from a Bayesian point of view: The variational approach. ICASSP (2015)
Cédric Herzet, Angélique Dremeau
Bayesian Pursuit Algorithms. CoRR (2014)
Angélique Dremeau, Christophe Schülke, Yingying Xu, Devavrat Shah
Statistical inference with probabilistic graphical models. CoRR (2014)
Angélique Dremeau, Patrick Héas, Cédric Herzet
Sparse representations in nested non-linear models. ICASSP (2014)
Angélique Dremeau, Florent Krzakala
Phase recovery from a Bayesian point of view: the variational approach. CoRR (2014)
Roland Badeau, Angélique Dremeau
Variational Bayesian EM algorithm for modeling mixtures of non-stationary signals in the time-frequency domain (HR-NMF). ICASSP (2013)
François Rigaud, Angélique Dremeau, Bertrand David, Laurent Daudet
A probabilistic line spectrum model for musical instrument sounds and its application to piano tuning estimation. WASPAA (2013)
Angélique Dremeau, Slim Essid
Probabilistic dance performance alignment by fusion of multimodal features. ICASSP (2013)
Clara Suied, Angélique Dremeau, Daniel Pressnitzer, Laurent Daudet
Auditory Sketches: Sparse Representations of Sounds Based on Perceptual Models. CMMR (2012)
Angélique Dremeau, Cédric Herzet, Laurent Daudet
Structured Bayesian Orthogonal Matching Pursuit. ICASSP (2012)
Angélique Dremeau, Cédric Herzet, Laurent Daudet
Boltzmann Machine and Mean-Field Approximation for Structured Sparse Decompositions. IEEE Trans. Signal Process. 60 (7) (2012)
Antoine Liutkus, Angélique Dremeau, Dimitrios S. Alexiadis, Slim Essid, Petros Daras
Analysis of dance movements using gaussian processes: extended abstract. ACM Multimedia (2012)
Slim Essid, Dimitrios S. Alexiadis, Robin Tournemenne, Marc Gowing, Philip Kelly, David S. Monaghan, Petros Daras, Angélique Dremeau, Noel E. O'Connor
An advanced virtual dance performance evaluator. ICASSP (2012)
Cédric Herzet, Angélique Dremeau
Sparse representation algorithms based on mean-field approximations. ICASSP (2010)
Angélique Dremeau, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
Sparse optimization with directional DCT bases for image compression. ICASSP (2010)
Angélique Dremeau, Mehmet Türkan, Cédric Herzet, Christine Guillemot, Jean-Jacques Fuchs
Spatial intra-prediction based on mixtures of sparse representations. MMSP (2010)
Angélique Dremeau, Cédric Herzet
An EM-algorithm approach for the design of orthonormal bases adapted to sparse representations. ICASSP (2010)
Cédric Herzet, Angélique Dremeau
Bayesian pursuit algorithms. EUSIPCO (2010)