Publications

Publication date: July 7, 2011

Fuzzy logic: introducing human reasoning within decision support systems?

CNAM Master Thesis 2011

Franck Dernoncourt
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Publication date: May 22, 2011

A partial least squares framework for speaker recognition

36th IEEE International Conference on Acoustics, Speech and Signal Processing

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami
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Publication date: April 13, 2011

Partial least squares based speaker recognition system

Snowbird Learning Workshop

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami
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Publication date: April 1, 2011

Robust Face Detection in Patient Triage Images.

In Proceedings of the International Conference on Computer Vision Theory and Applications

Niyati Chhaya, Tim Oates
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Publication date: March 1, 2011

Joint Inference for Extracting Text Descriptors from Triage Images of Mass Disaster Victims

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence

Niyati Chhaya
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Publication date: October 18, 2010

Partial least squares on graphical processor for efficient pattern recognition

In CS-TR-4968, University of Maryland, College Park, MD

Balaji Vasan Srinivasan, W. Schwartz, R. Duraiswami, L. Davis
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Publication date: October 18, 2010

Random sampling for estimating the performance of fast summations

In CS-TR-4969, University of Maryland, College Park, MD

Balaji Vasan Srinivasan, R. Duraiswami
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Publication date: September 27, 2010

Non-negative Hidden Markov Modeling of Audio with Application to Source Separation

LVA/ICA - International Conference on Latent Variable Analysis and Signal Separation, September 2010

Gautham Mysore, Paris Smaragdis, B. Raj
Best Student Paper Award
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Publication date: May 1, 2010

GPUML: Graphical processors for speeding up kernel machines

Workshop on High Performance Analytics - Algorithms, Implementations, and Applications in Siam Conference on Data Mining

Balaji Vasan Srinivasan, H. Qi, R. Duraiswami
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Publication date: April 4, 2010

Fast matrix-vector product based FGMRES for kernel machines

11th Copper Mount Conference on Iterative Methods

Balaji Vasan Srinivasan, R. Duraiswami, N. Gumerov
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Publication date: March 14, 2010

Kernelized Rényi distance for speaker recognition

35th International Conference on Acoustics, Speech and Signal Processing

Balaji Vasan Srinivasan, R. Duraiswami, D. Zotkin
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Publication date: January 31, 2010

Decision Detection using Hierarchical Graphical Models

In Proceedings of the 48th Annual Meeting of Association for Computational Linguistics (ACL 2010) , Uppsala, Sweden.

Trung Bui, S. Peters
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Publication date: January 18, 2010

Efficient kriging for real-time spatio-temporal interpolation

20th Conference on Probability and Statistics in the Atmospheric Sciences

Balaji Vasan Srinivasan, R. Duraiswami, R. Murtugudde
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Publication date: January 1, 2010

Affective Dialogue Management Using Factored POMDPs

In Interactive Collaborative Information Systems, SCI 281, pages 207-236, Springer-Verlag Berlin

Trung Bui, J. Zwiers, M. Poel, A. Nijholt
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Publication date: October 18, 2009

Separation by Humming: User Guided Sound Extraction from Monophonic Mixtures

WASPAA - IEEE Workshop on Applications of Signal Processing to Audio and Acoustics , October 2009

Paris Smaragdis, Gautham Mysore
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Publication date: October 1, 2009

Scaling kernel machine learning algorithm via the use of GPUs

In GPU Technology Conference, NVIDIA Research Summit, San Jose, CA

Balaji Vasan Srinivasan, R. Duraiswami
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Publication date: September 27, 2009

Efficient subset selection via the kernelized Rényi distance

12th IEEE International Conference on Computer Vision

Balaji Vasan Srinivasan, R. Duraiswami
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Publication date: September 11, 2009

Extracting Decisions from multi-party Dialog using Directed Graphical Models and Semantic Similarity

In Proceedings of the 10th Annual SIGDIAL Meeting on Discourse and Dialogue (SIGdial 09), London, UK.

Trung Bui, M. Frampton, J. Dowding, S. Peters
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Publication date: August 6, 2009

Real-time Decision Detection in Multi-party Dialogue

In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, pages 1133–1141, Singapore.

M. Frampton, J. Huang, Trung Bui, S. Peters
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