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Finding the Homology of Decision Boundaries with Active Learning

Nov 19, 2020
Weizhi Li, Gautam Dasarathy, Karthikeyan Natesan Ramamurthy, Visar Berisha

* Advances in Neural Information Processing Systems 33 (2020) 

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Regularization via Structural Label Smoothing

Jan 07, 2020
Weizhi Li, Gautam Dasarathy, Visar Berisha

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A Review of Language and Speech Features for Cognitive-Linguistic Assessment

Jun 04, 2019
Rohit Voleti, Julie M. Liss, Visar Berisha

* 13 pages, 5 figures. Submitted (under review) to IEEE Journal of Selected Topics on Signal Processing (JSTSP), Special Issue on Automatic Assessment of Health Disorders Based on Voice, Speech and Language Processing (planned for February 2020) 

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Objective Assessment of Social Skills Using Automated Language Analysis for Identification of Schizophrenia and Bipolar Disorder

Apr 24, 2019
Rohit Voleti, Stephanie Woolridge, Julie M. Liss, Melissa Milanovic, Christopher R. Bowie, Visar Berisha

* Submitted to INTERSPEECH 2019 (under review). 4 pages + 1 page references. Two figures 

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Investigating the Effects of Word Substitution Errors on Sentence Embeddings

Nov 16, 2018
Rohit Voleti, Julie M. Liss, Visar Berisha

* 4 Pages, 2 figures, submitted (under review) to 44th International Conference on Acoustics, Speech, and Signal Processing 2019 (IEEE-ICASSP-2019) 

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Triplet Network with Attention for Speaker Diarization

Aug 04, 2018
Huan Song, Megan Willi, Jayaraman J. Thiagarajan, Visar Berisha, Andreas Spanias

* Interspeech2018 

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Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression

Apr 19, 2018
Shihui Yin, Gaurav Srivastava, Shreyas K. Venkataramanaiah, Chaitali Chakrabarti, Visar Berisha, Jae-sun Seo

* 2017 Asilomar Conference on Signals, Systems and Computers 

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Direct estimation of density functionals using a polynomial basis

Nov 20, 2017
Alan Wisler, Visar Berisha, Andreas Spanias, Alfred O. Hero

* Under review for IEEE Transactions on Signal Processing 

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Reducing the Model Order of Deep Neural Networks Using Information Theory

May 16, 2016
Ming Tu, Visar Berisha, Yu Cao, Jae-sun Seo

* To appear in ISVLSI 2016 special session 

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Empirically Estimable Classification Bounds Based on a New Divergence Measure

Feb 10, 2015
Visar Berisha, Alan Wisler, Alfred O. Hero, Andreas Spanias

* 12 pages, 5 figures 

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Empirical non-parametric estimation of the Fisher Information

Nov 16, 2014
Visar Berisha, Alfred O. Hero

* 12 pages 

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