MBA: Mini-Batch AUC Optimization.
IEEE Trans. Neural Networks Learn. Syst., 2020
Ultra High-Dimensional Nonlinear Feature Selection for Big Biological Data.
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IEEE Trans. Knowl. Data Eng., 2018
Context-aware block-based motion estimation algorithm for multimedia internet of things (IoT) platform.
Pers. Ubiquitous Comput., 2018
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
ND<sup>2</sup>AV: N-dimensional data analysis and visualization analysis for the National Ignition Campaign.
Comput. Vis. Sci., 2015
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
Characterization and modeling of PIDX parallel I/O for performance optimization.
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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
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
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
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
Metric Functional Dependencies.
Proceedings of the 25th International Conference on Data Engineering, 2009
New pixel-decimation patterns for block matching in motion estimation.
Signal Process. Image Commun., 2008
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