Kiran Karra

According to our database, Kiran Karra authored at least 20 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Backdoors in DRL: Four Environments Focusing on In-distribution Triggers.

Chace Ashcraft, Ted Staley, Josh Carney, Cameron Hickert, Kiran Karra, Nathan Drenkow

CoRR, May, 2025

Investigating the Treacherous Turn in Deep Reinforcement Learning.

Chace Ashcraft, Kiran Karra, Josh Carney, Nathan Drenkow

CoRR, April, 2025

2024

Quantifying Non-linear Dependencies in Blind Source Separation of Power System Signals using Copula Statistics.

Pooja Algikar, Lamine Mili, Kiran Karra, Akash Algikar, Mohsen Ben Hassine

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024

2023

Smoothening block rewards: How much should miners pay for mining pools?

Axel Cortes-Cubero, Juan P. Madrigal-Cianci, Kiran Karra, Zixuan Zhang

CoRR, 2023

An Agent-Based Model Framework for Utility-Based Cryptoeconomies.

Kiran Karra, Tom Mellan, Maria Silva, Juan P. Madrigal-Cianci, Axel Cubero Cortes, Zixuan Zhang

CoRR, 2023

2022

Context-Adaptive Deep Neural Networks via Bridge-Mode Connectivity.

Nathan Drenkow, Alvin Tan, Chace Ashcraft, Kiran Karra

CoRR, 2022

SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks.

Kiran Karra, Chace Ashcraft, Cash Costello

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

Machine Learning aided Crop Yield Optimization.

Chace Ashcraft, Kiran Karra

CoRR, 2021

SanitAIs: Unsupervised Data Augmentation to Sanitize Trojaned Neural Networks.

Kiran Karra, Chace Ashcraft

CoRR, 2021

Poisoning Deep Reinforcement Learning Agents with In-Distribution Triggers.

Chace Ashcraft, Kiran Karra

CoRR, 2021

Speaker Diarization Using Two-Pass Leave-One-Out Gaussian PLDA Clustering of DNN Embeddings.

Kiran Karra, Alan McCree

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

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

Yijun Xu, Kiran Karra, Lamine Mili, Mert Korkali, Xiao Chen, Zhixiong Hu

CoRR, 2020

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

Kiran Karra, Chace Ashcraft, Neil Fendley

CoRR, 2020

2019

Copula index for detecting dependence and monotonicity between stochastic signals.

Kiran Karra, Lamine Mili

Inf. Sci., 2019

2018

An Empirical Assessment of the Complexity and Realism of Synthetic Social Contact Networks.

Kiran Karra, Samarth Swarup, Justus Graham

CoRR, 2018

An Empirical Assessment of the Complexity and Realism of Synthetic Social Contact Networks^*.

Kiran Karra, Samarth Swarup, Justus Graham

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Learning approximate neural estimators for wireless channel state information.

Tim O'Shea, Kiran Karra, T. Charles Clancy

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

2016

GNU Radio Signal Processing Models for Dynamic Multi-User Burst Modems.

Timothy J. O'Shea, Kiran Karra

CoRR, 2016

Hybrid Copula Bayesian Networks.

Kiran Karra, Lamine Mili

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Learning to communicate: Channel auto-encoders, domain specific regularizers, and attention.

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

Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016