Cédric Archambeau
Cédric Archambeau
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TitleCited byYear
Template attacks in principal subspaces
C Archambeau, E Peeters, FX Standaert, JJ Quisquater
International Workshop on Cryptographic Hardware and Embedded Systems, 1-14, 2006
The variational Gaussian approximation revisited
M Opper, C Archambeau
Neural computation 21 (3), 786-792, 2009
Using subspace-based template attacks to compare and combine power and electromagnetic information leakages
FX Standaert, C Archambeau
International Workshop on Cryptographic Hardware and Embedded Systems, 411-425, 2008
Sparse probabilistic projections
C Archambeau, FR Bach
Advances in neural information processing systems, 73-80, 2009
Gaussian process approximations of stochastic differential equations
C Archambeau, D Cornford, M Opper, J Shawe-Taylor
Journal of machine learning research 1, 1-16, 2007
Robust probabilistic projections
C Archambeau, N Delannay, M Verleysen
Proceedings of the 23rd International conference on machine learning, 33-40, 2006
Width optimization of the Gaussian kernels in Radial Basis Function Networks.
N Benoudjit, C Archambeau, A Lendasse, JA Lee, M Verleysen
ESANN 2, 425-432, 2002
Prediction of hot spot residues at protein-protein interfaces by combining machine learning and energy-based methods
S Lise, C Archambeau, M Pontil, DT Jones
BMC bioinformatics 10 (1), 365, 2009
A stochastic memoizer for sequence data
F Wood, C Archambeau, J Gasthaus, L James, YW Teh
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
Robust bayesian clustering
C Archambeau, M Verleysen
Neural Networks 20 (1), 129-138, 2007
Variational inference for diffusion processes
C Archambeau, M Opper, Y Shen, D Cornford, JS Shawe-Taylor
Advances in Neural Information Processing Systems, 17-24, 2008
The sequence memoizer
F Wood, J Gasthaus, C Archambeau, L James, YW Teh
Communications of the ACM 54 (2), 91-98, 2011
Robust Bayesian matrix factorisation
B Lakshminarayanan, G Bouchard, C Archambeau
Proceedings of the Fourteenth International Conference on Artificial …, 2011
Mixtures of robust probabilistic principal component analyzers
C Archambeau, N Delannay, M Verleysen
Neurocomputing 71 (7-9), 1274-1282, 2008
Towards security limits in side-channel attacks
FX Standaert, E Peeters, C Archambeau, JJ Quisquater
International Workshop on Cryptographic Hardware and Embedded Systems, 30-45, 2006
On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures.
C Archambeau, JA Lee, M Verleysen
ESANN 3, 99-106, 2003
Sparse Bayesian multi-task learning
S Guo, O Zoeter, C Archambeau
Advances in Neural Information Processing Systems, 1755-1763, 2011
Assessment of probability density estimation methods: Parzen window and finite Gaussian mixtures
C Archambeau, M Valle, A Assenza, M Verleysen
2006 IEEE International Symposium on Circuits and Systems, 4 pp., 2006
Robust Bayesian matrix factorization and recommender systems using same
C Archambeau, G Bouchard, B Lakshminarayanan
US Patent 8,880,439, 2014
Collapsed gibbs sampler for sparse topic models and discrete matrix factorization
CP Archambeau, GM Bouchard
US Patent 8,510,257, 2013
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