Publications
Meibography Phenotyping and Classification From Unsupervised Discriminative Feature Learning.
Translational Vision Science and Technology. 10(4),
(2021).
(2008). Using Honeynets for Internet Situational Awareness.
Proceedings of the Fourth Workshop on Hot Topics in Networks (Hotnets-IV).
(2005). 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). A Scheduling Model for Reduced CPU Energy.
Proceedings of the 36th IEEE Annual Symposium on Foundations of Computer Science (FOCS). 374-382.
(1995). Trust Region Based Adversarial Attack on Neural Networks.
Proceedings of the 32nd CVPR Conference. 11350-11359.
(2019).
(2021). Hessian-based Analysis of Large Batch Training and Robustness to Adversaries.
Proceedings of the 2018 NeurIPS Conference. 4954-4964.
(2018).
(2014). Weighted SGD for ℓp Regression with Randomized Preconditioning.
Proceedings of the 27th Annual SODA Conference. 558-569.
(2015). Relevance of Time-Frequency Features for Phonetic and SpeakerChannel Classification.
Speech Communication. 1(31), 35-50.
(2000). Identifying Important Ions and Positions in Mass Spectrometry Imaging Data Using CUR Matrix Decompositions.
Analytical Chemistry. 87(9), 4658-4666.
(2015).
(2008).
(1999). A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012).
(2000).
(2014). Feature-distributed sparse regression: a screen-and-clean approach.
Proceedings of the 2016 NIPS Conference.
(2016).
(2000).
(2015). 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). A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012).
(2012).
(2009).