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Siddharth Vishwanath
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Year
Robust Persistence Diagrams using Reproducing Kernels
S Vishwanath, K Fukumizu, S Kuriki, B Sriperumbudur
Advances in Neural Information Processing Systems 33, 21900--21911, 2020
82020
On the Limits of Topological Data Analysis for Statistical Inference
S Vishwanath, K Fukumizu, S Kuriki, B Sriperumbudur
arXiv preprint arXiv:2001.00220, 2020
22020
Bayesian inference and optimal censoring scheme under progressive censoring
S Vishwanath, D Kundu
Advances in Reliability and System Engineering, 239-253, 2017
22017
Robust topological inference in the presence of outliers
S Vishwanath, BK Sriperumbudur, K Fukumizu, S Kuriki
arXiv preprint arXiv:2206.01795, 2022
12022
Repelling-Attracting Hamiltonian Monte Carlo
S Vishwanath, H Tak
arXiv preprint arXiv:2403.04607, 2024
2024
Self-Paced Augmentations (SPAug) for Improving Model Robustness
WGC Bandara, A Ghiasi, S Vishwanath, A Shafahi, R Ardekani
2023
Statistical Learning for Robust Topological Inference
S Vishwanath
2023
The Shape of Edge Differential Privacy
S Vishwanath, J Hehir
International Conference on Machine Learning, Theory and Practice of …, 2021
2021
Problems on Random Graphs under Local Differential Privacy
J Hehir, S Vishwanath, A Slavkovic, X Niu
2022 Virtual Joint Mathematics Meetings (JMM 2022), 0
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Articles 1–9