Kiran Karra | DeepAI

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Featured Co-authors

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∙ 11/28/2022

Context-Adaptive Deep Neural Networks via Bridge-Mode Connectivity

The deployment of machine learning models in safety-critical application...

0 Nathan Drenkow, et al. ∙

∙ 11/01/2021

Machine Learning aided Crop Yield Optimization

We present a crop simulation environment with an OpenAI Gym interface, a...

0 Chace Ashcraft, et al. ∙

∙ 09/09/2021

SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks

The application of self-supervised methods has resulted in broad improve...

0 Kiran Karra, et al. ∙

∙ 06/14/2021

Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers

In this paper, we propose a new data poisoning attack and apply it to de...

0 Chace Ashcraft, et al. ∙

∙ 04/06/2021

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

Many modern systems for speaker diarization, such as the recently-develo...

0 Kiran Karra, et al. ∙

∙ 04/13/2020

Probabilistic Load-Margin Assessment using Vine Copula and Gaussian Process Emulation

The increasing penetration of renewable energy along with the variations...

0 Yijun Xu, et al. ∙

∙ 03/13/2020

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

In this paper, we introduce the TrojAI software framework, an open sourc...

0 Kiran Karra, et al. ∙

∙ 04/30/2018

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

This paper introduces a new property of estimators of the strength of st...

0 Kiran Karra, et al. ∙

∙ 07/19/2017

Learning Approximate Neural Estimators for Wireless Channel State Information

Estimation is a critical component of synchronization in wireless and si...

0 Timothy J. O'Shea, et al. ∙

∙ 03/20/2017

Copula Index for Detecting Dependence and Monotonicity between Stochastic Signals

This paper introduces a nonparametric copula-based approach for detectin...

0 Kiran Karra, et al. ∙