Addressing Data Heterogeneity in Federated Learning of Cox Proportional Hazards Models.
CoRR, 2024
Using Geographic Location-based Public Health Features in Survival Analysis.
Proceedings of the IEEE/ACM Conference on Connected Health: Applications, 2023
Chernoff Sampling for Active Testing and Extension to Active Regression.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
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
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
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
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
On computation rates for arithmetic sum.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Capacity of sum-networks for different message alphabets.
Proceedings of the IEEE International Symposium on Information Theory, 2015
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