2024
Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models.
CoRR, 2024

2023
Using Geographic Location-based Public Health Features in Survival Analysis.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023

2022
Chernoff Sampling for Active Testing and Extension to Active Regression.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Nearest neighbor search under uncertainty.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

Optimal Confidence Sets for the Multinomial Parameter.
Proceedings of the IEEE International Symposium on Information Theory, 2021

2020
Generalized Chernoff Sampling for Active Learning and Structured Bandit Algorithms.
CoRR, 2020

Finding All ε-Good Arms in Stochastic Bandits.
CoRR, 2020

Optimal Confidence Regions for the Multinomial Parameter.
CoRR, 2020

Finding All $\epsilon$-Good Arms in Stochastic Bandits.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Learning Nearest Neighbor Graphs from Noisy Distance Samples.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

MaxGap Bandit: Adaptive Algorithms for Approximate Ranking.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Privacy-Preserving Adversarial Networks.
Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018
Sum-Networks From Incidence Structures: Construction and Capacity Analysis.
IEEE Trans. Inf. Theory, 2018

Zero-error Function Computation on a Directed Acyclic Network.
Proceedings of the IEEE Information Theory Workshop, 2018

2016
On computation rates for arithmetic sum.
Proceedings of the IEEE International Symposium on Information Theory, 2016

2015
Capacity of sum-networks for different message alphabets.
Proceedings of the IEEE International Symposium on Information Theory, 2015

2014
Robust Multi-Source Localization Over Planar Arrays Using MUSIC-Group Delay Spectrum.
IEEE Trans. Signal Process., 2014

Sum-networks from undirected graphs: Construction and capacity analysis.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014