Avishek Saha

According to our database1, Avishek Saha authored at least 25 papers between 2007 and 2020.

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Bibliography

2020
MBA: Mini-Batch AUC Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2020

2018
Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data.
IEEE Trans. Knowl. Data Eng., 2018

Context-aware block-based motion estimation algorithm for multimedia internet of things (IoT) platform.
Pers. Ubiquitous Comput., 2018

2016
Modeling 4D pathological changes by leveraging normative models.
Comput. Vis. Image Underst., 2016

Efficient local stereo matching technique using weighted guided image filtering (WGIF).
Proceedings of the IEEE International Conference on Consumer Electronics, 2016

2015
ND<sup>2</sup>AV: N-dimensional data analysis and visualization analysis for the National Ignition Campaign.
Comput. Vis. Sci., 2015

2014
N$^3$LARS: Minimum Redundancy Maximum Relevance Feature Selection for Large and High-dimensional Data.
CoRR, 2014

A Geometric Algorithm for Scalable Multiple Kernel Learning.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013
Characterization and modeling of PIDX parallel I/O for performance optimization.
Proceedings of the International Conference for High Performance Computing, 2013

Modeling 4D Changes in Pathological Anatomy Using Domain Adaptation: Analysis of TBI Imaging Using a Tumor Database.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

2012
Some Models and Measures for Learning on a Budget.
PhD thesis, 2012

Protocols for Learning Classifiers on Distributed Data.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Fast Multiple Kernel Learning With Multiplicative Weight Updates
CoRR, 2012

Efficient Protocols for Distributed Classification and Optimization.
Proceedings of the Algorithmic Learning Theory - 23rd International Conference, 2012

2011
A neighborhood elimination approach for block matching in motion estimation.
Signal Process. Image Commun., 2011

Online Learning of Multiple Tasks and Their Relationships.
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Active Supervised Domain Adaptation.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

2010
Co-regularization Based Semi-supervised Domain Adaptation.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009
Sequential Dependencies.
Proc. VLDB Endow., 2009

Metric Functional Dependencies.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
New pixel-decimation patterns for block matching in motion estimation.
Signal Process. Image Commun., 2008

2007
SKIP Prediction for Fast Rate Distortion Optimization in H.264.
IEEE Trans. Consumer Electron., 2007

Toward Memory-efficient Design of Video Encoders for Multimedia Applications.
Proceedings of the 2007 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2007), 2007

Speed-area optimized FPGA implementation for Full Search Block Matching.
Proceedings of the 25th International Conference on Computer Design, 2007

A Speed-Area Optimization of Full Search Block Matching Hardware with Applications in High-Definition TVs (HDTV).
Proceedings of the High Performance Computing, 2007


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