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Machine Learning aided Crop Yield Optimization


Nov 01, 2021
Chace Ashcraft, Kiran Karra

* 4 pages, 2 figures 

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SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks


Sep 14, 2021
Kiran Karra, Chace Ashcraft

* 7 pages, 10 figures 

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Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers


Jun 14, 2021
Chace Ashcraft, Kiran Karra

* 4 pages, 1 figure, Published at ICLR 2021 Workshop on Security and Safety in Machine Learning Systems 

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Speaker Diarization using Two-pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings


Apr 07, 2021
Kiran Karra, Alan McCree

* 5 pages, 2 figures, submitted to INTERSPEECH 2021 

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The TrojAI Software Framework: An OpenSource tool for Embedding Trojans into Deep Learning Models


Mar 13, 2020
Kiran Karra, Chace Ashcraft, Neil Fendley

* 8 pages, 16 figures 

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Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals


Oct 06, 2018
Kiran Karra, Lamine Mili

* Keywords: copula, statistical dependency, monotonic, equitability, discrete 40 pages 

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On the Effect of Suboptimal Estimation of Mutual Information in Feature Selection and Classification


Apr 30, 2018
Kiran Karra, Lamine Mili

* 8 pages, 4 figures 

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Learning Approximate Neural Estimators for Wireless Channel State Information


Jul 19, 2017
Timothy J. O'Shea, Kiran Karra, T. Charles Clancy

* Under conference submission as of June 2017 

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Learning to Communicate: Channel Auto-encoders, Domain Specific Regularizers, and Attention


Aug 23, 2016
Timothy J O'Shea, Kiran Karra, T. Charles Clancy


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