Madhusudana Shashanka

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Paris SmaragdisUniversity of Illinois at Urbana-Champaign / Adobe ResearchDirección de correo verificada de illinois.edu
Bhiksha RajCarnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Zheng D. O'Neill, PhD, PETexas A&M UniversityDirección de correo verificada de tamu.edu
Romeo RizziProfessore Associato di Ricerca Operativa, Verona UniversityDirección de correo verificada de univr.it
Cristina M. PinottiProfessor of Computer Science, Perugia University, ItalyDirección de correo verificada de unipg.it
Bing DongAssociate Professor, Ph.D. FIBPSA. Mechanical and Aerospace Engineering, Syracuse UniversityDirección de correo verificada de syr.edu
Michael GieringFree AgentDirección de correo verificada de RTX.com
Shobeir FakhraeiSenior Machine Learning Scientist, AmazonDirección de correo verificada de amazon.com
Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzDirección de correo verificada de ucsc.edu
Soumik SarkarDirector, Translational AI Center, Professor, Iowa State UniversityDirección de correo verificada de iastate.edu
Abhishek SrivastavSenior Scientist - AIML, GE Aerospace ResearchDirección de correo verificada de ge.com
Gautham J. MysoreSenior Principal Scientist, Adobe ResearchDirección de correo verificada de adobe.com
Barbara G. Shinn-CunninghamDirector, Neuroscience Institute, Carnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu
Joshua IsomAir Products, Lehigh UniversityDirección de correo verificada de airproducts.com

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Madhusudana Shashanka

Founder and Chief Scientist, Concentric

Dirección de correo verificada de concentric.ai - Página principal

Machine Learning AI


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Supervised and semi-supervised separation of sounds from single-channel mixtures P Smaragdis, B Raj, M Shashanka International Conference on Independent Component Analysis and Signal …, 2007	326	2007
A probabilistic latent variable model for acoustic modeling P Smaragdis, B Raj, M Shashanka Advances in models for acoustic processing, NIPS 148, 8-1, 2006	203	2006
Probabilistic latent variable models as nonnegative factorizations M Shashanka, B Raj, P Smaragdis Computational intelligence and neuroscience 2008, 2008	163	2008
Collective spammer detection in evolving multi-relational social networks S Fakhraei, J Foulds, M Shashanka, L Getoor Proceedings of the 21th acm sigkdd international conference on knowledge …, 2015	152	2015
User and entity behavior analytics for enterprise security M Shashanka, MY Shen, J Wang 2016 IEEE International Conference on Big Data (Big Data), 1867-1874, 2016	117	2016
Sparse and shift-invariant feature extraction from non-negative data P Smaragdis, B Raj, M Shashanka 2008 IEEE International Conference on Acoustics, Speech and Signal …, 2008	114	2008
A framework for secure speech recognition P Smaragdis, M Shashanka Acoustics, Speech and Signal Processing, IEEE Conference on, IV-969 - IV-972, 2007	103	2007
Model-based real-time whole building energy performance monitoring and diagnostics Z O’Neill, X Pang, P Haves, M Shashanka, T Bailey Automated Diagnostics and Analytics for Buildings, 205-225, 2021	100	2021
A sparse non-parametric approach for single channel separation of known sounds P Smaragdis, M Shashanka, B Raj Advances in neural information processing systems 22, 2009	97	2009
Sparse overcomplete latent variable decomposition of counts data M Shashanka, B Raj, P Smaragdis Advances in neural information processing systems 20, 2007	90	2007
Optimal skewed data allocation on multiple channels with flat broadcast per channel E Ardizzoni, AA Bertossi, MC Pinotti, S Ramaprasad, R Rizzi, ... Computers, IEEE Transactions on 54 (5), 558-572, 2005	72	2005
Missing data imputation for spectral audio signals P Smaragdis, B Raj, M Shashanka 2009 IEEE International Workshop on Machine Learning for Signal Processing, 1-6, 2009	67	2009
Detection of exfiltration and tunneling over DNS A Das, MY Shen, M Shashanka, J Wang 2017 16th IEEE International Conference on Machine Learning and Applications …, 2017	62	2017
Missing data imputation for time-frequency representations of audio signals P Smaragdis, B Raj, M Shashanka Journal of signal processing systems 65, 361-370, 2011	56	2011
Separating a foreground singer from background music B Raj, P Smaragdis, M Shashanka, R Singh Proc. Int. Symp. Frontiers Res. Speech Music, 8-9, 2007	48	2007
Sparse overcomplete decomposition for single channel speaker separation MVS Shashanka, B Raj, P Smaragdis 2007 IEEE International Conference on Acoustics, Speech and Signal …, 2007	47	2007
System and method for recognizing speech securely using a secure multi-party computation protocol P Smaragdis, M Shashanka US Patent 7,937,270, 2011	43	2011
Real Time Model-based Energy Diagnostics in Buildings Z O'Neill, M Shashanka, X Pang, P Bhattacharya, T Bailey, P Haves Proc. Building Simulation’11, 2011	42	2011
Secure classifying of data with Gaussian distributions P Smaragdis, M Shashanka US Patent 7,526,084, 2009	38	2009
Latent dirichlet decomposition for single channel speaker separation B Raj, MVS Shashanka, P Smaragdis 2006 IEEE International Conference on Acoustics Speech and Signal Processing …, 2006	35	2006

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