Publications
A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012).
(2012).
(2000).
(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). A Model-Based Approach for Analysis of Spatial Structure in Genetic Data.
Nature Genetics. 44, 725-731.
(2012). Hessian-based Analysis of Large Batch Training and Robustness to Adversaries.
Proceedings of the 2018 NeurIPS Conference. 4954-4964.
(2018). 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). 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). Using Honeynets for Internet Situational Awareness.
Proceedings of the Fourth Workshop on Hot Topics in Networks (Hotnets-IV).
(2005). Photo-Based Question Answering.
389-398.
(2008).
(2008).
(2009). Discriminative but Not Discriminatory: A Comparison of Fairness Definitions under Different Worldviews.
Proceedings of the 2018 Workshop on Privacy in the Electronic Society. 33-41.
(2018). Robust CNN - based Speech Recognition With Gabor Filter Kernels.
Proceedings of Interspeech 2016.
(2016). Prediction of Phenotype Information from Genotype Data.
Communications in Information and Systems. 10(2), 99-114.
(2010).
(1994). A Scalable Web Cache Consistency Architecture.
Proceedings of the ACM Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication (SIGCOMM '99). 163-174.
(1999).
(2013). A Deep Neural Net Trained for Person Categorization Develops Both Detailed Local Features and Broad Contexual Specificities.
Poster at Vision Sciences Society Annual Meeting.
(2016).