Cédric Archambeau

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	All	Since 2017
Citations	3834	2011
h-index	32	24
i10-index	52	38

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Co-authors

Michel VerleysenUniversité catholique de Louvain, ICTEAM, EPLVerified email at uclouvain.be
Guillaume BOUCHARDUniversity College LondonVerified email at cs.ucl.ac.uk
Matthias SeegerPrincipal Applied Scientist, Amazon, BerlinVerified email at amazon.de
Rodolphe JENATTONSenior machine learning scientist at Google Brain, BerlinVerified email at google.com
Valerio PerroneApplied Science Manager, AmazonVerified email at amazon.com
Francois-Xavier StandaertSenior Associate Researcher (FNRS-F.R.S), Université catholique de LouvainVerified email at uclouvain.be
John Shawe-TaylorUCLVerified email at cs.ucl.ac.uk
Quisquater Jean-JacquesUCL Crypto Group, professor em. of cryptography, securityVerified email at uclouvain.be
Krishnaram KenthapadiFiddler AIVerified email at CS.Stanford.EDU
Francis BachInria - Ecole Normale SupérieureVerified email at inria.fr
Aaron KleinAWS Research BerlinVerified email at cs.uni-freiburg.de
Balaji LakshminarayananStaff Research Scientist at Google BrainVerified email at google.com
Muhammad Bilal ZafarAmazon Web ServicesVerified email at mpi-sws.org
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Frank WoodUniversity of British ColumbiaVerified email at cs.ubc.ca
Amaury LendasseUniversity of HoustonVerified email at central.uh.edu
Giovanni ZappellaAmazonVerified email at amazon.com
Beyza ErmişAmazon ResearchVerified email at boun.edu.tr
David SalinasAmazonVerified email at ens-lyon.org
François CaronUniversity of OxfordVerified email at stats.ox.ac.uk

Cédric Archambeau

Amazon Web Services, Berlin

Verified email at amazon.com - Homepage

Machine Learning Computational Statistics Artificial Intelligence


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Template attacks in principal subspaces C Archambeau, E Peeters, FX Standaert, JJ Quisquater International Workshop on Cryptographic Hardware and Embedded Systems, 1-14, 2006	349	2006
The variational Gaussian approximation revisited M Opper, C Archambeau Neural computation 21 (3), 786-792, 2009	339	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	232	2008
System and method for supporting targeted sharing and early curation of information G Convertino, EH Chi, BV Hanrahan, NCY Kong, G Bouchard, ... US Patent 8,380,743, 2013	172	2013
Sparse probabilistic projections C Archambeau, F Bach Advances in neural information processing systems 21, 2008	169	2008
Gaussian process approximations of stochastic differential equations C Archambeau, D Cornford, M Opper, J Shawe-Taylor Gaussian Processes in Practice, 1-16, 2007	148	2007
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	127	2009
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	123	2002
Robust probabilistic projections C Archambeau, N Delannay, M Verleysen Proceedings of the 23rd International conference on machine learning, 33-40, 2006	120	2006
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), 1-17, 2009	119	2009
Robust bayesian clustering C Archambeau, M Verleysen Neural Networks 20 (1), 129-138, 2007	115	2007
Scalable hyperparameter transfer learning V Perrone, R Jenatton, MW Seeger, C Archambeau Advances in neural information processing systems 31, 2018	105	2018
Adaptive algorithms for online convex optimization with long-term constraints R Jenatton, J Huang, C Archambeau International Conference on Machine Learning, 402-411, 2016	104	2016
Variational inference for diffusion processes C Archambeau, M Opper, Y Shen, D Cornford, J Shawe-Taylor Advances in neural information processing systems 20, 2007	99	2007
The sequence memoizer F Wood, J Gasthaus, C Archambeau, L James, YW Teh Communications of the ACM 54 (2), 91-98, 2011	82	2011
Robust Bayesian matrix factorisation B Lakshminarayanan, G Bouchard, C Archambeau Proceedings of the Fourteenth International Conference on Artificial …, 2011	71	2011
Mixtures of robust probabilistic principal component analyzers C Archambeau, N Delannay, M Verleysen Neurocomputing 71 (7-9), 1274-1282, 2008	69	2008
On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures. C Archambeau, JA Lee, M Verleysen ESANN 3, 99-106, 2003	63	2003
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	57	2006
Leep: A new measure to evaluate transferability of learned representations C Nguyen, T Hassner, M Seeger, C Archambeau International Conference on Machine Learning, 7294-7305, 2020	56	2020

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