Bhavya Kailkhura

Explainable machine learning in materials science

Xiaoting Zhong, Brian Gallagher, Shusen Liu et al. · npj Computational Materials · 2022 · 302 citations · Full text

Anomalous Example Detection in Deep Learning: A Survey

Saikiran Bulusu, Bhavya Kailkhura, Bo Li et al. · IEEE Access · 2020 · 175 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning: Principals, Recent Advances, and Applications

Sijia Liu, Pin‐Yu Chen, Bhavya Kailkhura et al. · IEEE Signal Processing Magazine · 2020 · 161 citations

Artificial Intelligence, Engineering, Machine Learning +17

Distributed Bayesian Detection in the Presence of Byzantine Data

Bhavya Kailkhura, Yunghsiang S. Han, Swastik Brahma et al. · IEEE Transactions on Signal Processing · 2015 · 108 citations · Full text

Bayesian Statistic, Engineering, Information Security +19

Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond

Kaidi Xu, Zhouxing Shi, Huan Zhang et al. · arXiv (Cornell University) · 2020 · 92 citations · Full text

Convolutional Neural Network, Perturbation Analysis, Machine Learning +24