Francesco Caltagirone
Francesco Caltagirone
Senior Machine Learning Scientist @ Sonos
Adresse e-mail validée de sonos.com
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Snips voice platform: an embedded spoken language understanding system for private-by-design voice interfaces
A Coucke, A Saade, A Ball, T Bluche, A Caulier, D Leroy, C Doumouro, ...
arXiv preprint arXiv:1805.10190, 2018
3262018
Theory of amorphous packings of binary mixtures of hard spheres
I Biazzo, F Caltagirone, G Parisi, F Zamponi
Physical review letters 102 (19), 195701, 2009
992009
Random projections through multiple optical scattering: Approximating kernels at the speed of light
A Saade, F Caltagirone, I Carron, L Daudet, A Drémeau, S Gigan, ...
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
872016
On convergence of approximate message passing
F Caltagirone, L Zdeborová, F Krzakala
2014 IEEE International Symposium on Information Theory, 1812-1816, 2014
872014
Critical slowing down exponents of mode coupling theory
F Caltagirone, U Ferrari, L Leuzzi, G Parisi, F Ricci-Tersenghi, T Rizzo
Physical review letters 108 (8), 085702, 2012
522012
Recovering asymmetric communities in the stochastic block model
F Caltagirone, M Lelarge, L Miolane
IEEE Transactions on Network Science and Engineering 5 (3), 237-246, 2017
402017
Spectral detection on sparse hypergraphs
MC Angelini, F Caltagirone, F Krzakala, L Zdeborová
2015 53rd Annual Allerton Conference on Communication, Control, and …, 2015
402015
Spoken language understanding on the edge
A Saade, J Dureau, D Leroy, F Caltagirone, A Coucke, A Ball, ...
2019 Fifth Workshop on Energy Efficient Machine Learning and Cognitive …, 2019
282019
Deterministic and generalized framework for unsupervised learning with restricted boltzmann machines
EW Tramel, M Gabrié, A Manoel, F Caltagirone, F Krzakala
Physical Review X 8 (4), 041006, 2018
282018
Inferring sparsity: Compressed sensing using generalized restricted Boltzmann machines
EW Tramel, A Manoel, F Caltagirone, M Gabrié, F Krzakala
2016 IEEE Information Theory Workshop (ITW), 265-269, 2016
252016
Blind calibration in compressed sensing using message passing algorithms
C Schülke, F Caltagirone, F Krzakala, L Zdeborová
arXiv preprint arXiv:1306.4355, 2013
242013
The Ising Mp-spin mean-field model for the structural glass: continuous vs. discontinuous transition
F Caltagirone, U Ferrari, L Leuzzi, G Parisi, T Rizzo
Physical Review B 83 (10), 104202, 2011
202011
Dynamical critical exponents for the mean-field Potts glass
F Caltagirone, G Parisi, T Rizzo
Physical Review E 85 (5), 051504, 2012
172012
Dynamics and termination cost of spatially coupled mean-field models
F Caltagirone, S Franz, RG Morris, L Zdeborová
Physical Review E 89 (1), 012102, 2014
112014
Snips Voice Platform: An Embedded Spoken Language Understanding System for Private-by-Design Voice Interfaces.(2018)
A Coucke, A Saade, A Ball, T Bluche, A Caulier, D Leroy, C Doumouro, ...
arXiv preprint arXiv:1805.10190, 2018
92018
Blind sensor calibration using approximate message passing
C Schülke, F Caltagirone, L Zdeborová
Journal of Statistical Mechanics: Theory and Experiment 2015 (11), P11013, 2015
92015
Replica theory and spin glasses
F Morone, F Caltagirone, E Harrison, G Parisi
arXiv preprint arXiv:1409.2722, 2014
92014
Properties of spatial coupling in compressed sensing
F Caltagirone, L Zdeborová
arXiv preprint arXiv:1401.6380, 2014
82014
Critical slowing down exponents in structural glasses: Random orthogonal and related models
F Caltagirone, U Ferrari, L Leuzzi, G Parisi, T Rizzo
Physical Review B 86 (6), 064204, 2012
72012
Critical off-equilibrium dynamics in glassy systems
F Caltagirone, G Parisi, T Rizzo
Physical Review E 87 (3), 032134, 2013
62013
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