Publications
(2009).
A Comparison of Single- and Multi-Objective Programming Approaches to Problems with Multiple Design Objectives.
Journal of Signal Processing Systems.
(2008).
(2009).
(2009). Identifying Important Ions and Positions in Mass Spectrometry Imaging Data Using CUR Matrix Decompositions.
Analytical Chemistry. 87(9), 4658-4666.
(2015).
(1999). Relevancy of Time Frequency Features for Phonetic Classification Measured by Mutual Information.
Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 1999).
(1999). Weighted SGD for ℓp Regression with Randomized Preconditioning.
Proceedings of the 27th Annual SODA Conference. 558-569.
(2015).
(2014).
(2000). Relevance of Time-Frequency Features for Phonetic and SpeakerChannel Classification.
Speech Communication. 1(31), 35-50.
(2000). A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012).
(2012).
(2015). Feature-distributed sparse regression: a screen-and-clean approach.
Proceedings of the 2016 NIPS Conference.
(2016).
(2000).
(2008).
(2014). A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012). A Scheduling Model for Reduced CPU Energy.
Proceedings of the 36th IEEE Annual Symposium on Foundations of Computer Science (FOCS). 374-382.
(1995). Hessian-based Analysis of Large Batch Training and Robustness to Adversaries.
Proceedings of the 2018 NeurIPS Conference. 4954-4964.
(2018). Trust Region Based Adversarial Attack on Neural Networks.
Proceedings of the 32nd CVPR Conference. 11350-11359.
(2019).
(2021). Supervised Deep Hashing for Highly Efficient Cover Song Detection.
Proceedings of the 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).
(2019). Supervised Deep Hashing for Highly Efficient Cover Song Detection.
Proceedings of the 2019 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR).
(2019).