Publications

Publication date: December 11, 2011

Domain-specific adaptation of a partial least squares regression model for loan defaults prediction

5th International Workshop on Domain Driven Data Mining (DDDM) at the International Conference on Data Mining (ICDM)

Balaji Vasan Srinivasan, N. Gnanasambandam, S. Zhao, R. Minhas
  • Adobe Research icon AI & Machine Learning

Publication date: November 16, 2011

Combining Soft Biometrics from Images to Generate Text Descriptors

Proceedings of NIPS Workshop on Integrating Language and Vision

Niyati Chhaya, Tim Oates
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: October 12, 2011

Kernelized Renyi distance for subset selection and similarity scoring

CS-TR-4994, University of Maryland, College Park, MD

Balaji Vasan Srinivasan, R. Duraiswami
  • Adobe Research icon AI & Machine Learning

Publication date: September 15, 2011

Scalable learning for geostatistics and speaker recognition

PhD Thesis, University of Maryland, College Park

Balaji Vasan Srinivasan
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: August 27, 2011

Kernel partial least squares framework for speaker recognition

12th Annual Conference of the International Speech Communication Association (INTERSPEECH)

Balaji Vasan Srinivasan, D. Garcia-Romero, D. Zotkin, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: August 17, 2011

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

Mid-Atlantic Student Symposium on Speech, Language, and Learning

Niyati Chhaya, Tim Oates
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

Publication date: July 25, 2011

Probabilistic Reasoning for Assembly-Based 3D Modeling

SIGGRAPH

Siddhartha Chaudhuri, Evangelos Kalogerakis, Leonidas Guibas, Vladlen Koltun
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Graphics (2D & 3D)
  • Adobe Research icon Human Computer Interaction

Publication date: July 7, 2011

Fuzzy logic: introducing human reasoning within decision support systems?

CNAM Master Thesis 2011

Franck Dernoncourt
  • Adobe Research icon AI & Machine Learning

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

Publication date: April 13, 2011

Partial least squares based speaker recognition system

Snowbird Learning Workshop

Balaji Vasan Srinivasan, D. Zotkin, R. Duraiswami
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Natural Language Processing

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
  • Adobe Research icon AI & Machine Learning

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
  • Adobe Research icon AI & Machine Learning

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

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
  • Adobe Research icon AI & Machine Learning

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Audio

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
  • Adobe Research icon AI & Machine Learning
  • Adobe Research icon Computer Vision, Imaging & Video
  • Adobe Research icon Natural Language Processing
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