Exact Detection Thresholds and Minimax Optimality of Chatterjee's Correlation Coefficient A Auddy, N Deb, S Nandy arXiv preprint arXiv:2104.15140, 2021 | 27 | 2021 |
Approximate lumpability for Markovian agent-based models using local symmetries WR KhudaBukhsh, A Auddy, Y Disser, H Koeppl Journal of Applied Probability 56 (3), 647-671, 2019 | 18 | 2019 |
On estimating rank-one spiked tensors in the presence of heavy tailed errors A Auddy, M Yuan IEEE Transactions on Information Theory 68 (12), 8053-8075, 2022 | 15 | 2022 |
Perturbation bounds for (nearly) orthogonally decomposable tensors with statistical applications A Auddy, M Yuan Information and Inference: A Journal of the IMA 12 (2), 1044-1072, 2023 | 13* | 2023 |
Exact detection thresholds and minimax optimality of Chatterjee’s correlation coefficient A Auddy, N Deb, S Nandy Bernoulli 30 (2), 1640-1668, 2024 | 6 | 2024 |
The Gromov-Wasserstein distance between spheres S Arya, A Auddy, R Edmonds, S Lim, F Memoli, D Packer arXiv preprint arXiv:2306.10586, 2023 | 6 | 2023 |
Large Dimensional Independent Component Analysis: Statistical Optimality and Computational Tractability A Auddy, M Yuan arXiv preprint arXiv:2303.18156, 2023 | 4 | 2023 |
Approximate Leave-one-out Cross Validation for Regression with Regularizers (extended version) A Auddy, H Zou, KR Rad, A Maleki arXiv preprint arXiv:2310.17629, 2023 | 2 | 2023 |
Role of multiresolution vulnerability indices in COVID-19 spread in India: a Bayesian model-based analysis R Bhattacharyya, A Burman, K Singh, S Banerjee, S Maity, A Auddy, ... BMJ open 12 (11), e056292, 2022 | 2* | 2022 |
Approximate Leave-one-out Cross Validation for Regression with Regularizers A Auddy, H Zou, K Rahnamarad, A Maleki International Conference on Artificial Intelligence and Statistics, 2377-2385, 2024 | 1 | 2024 |
Minimax And Adaptive Transfer Learning for Nonparametric Classification under Distributed Differential Privacy Constraints A Auddy, TT Cai, A Chakraborty arXiv preprint arXiv:2406.20088, 2024 | | 2024 |
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges A Auddy, D Xia, M Yuan arXiv preprint arXiv:2405.18412, 2024 | | 2024 |
Theoretical Analysis of Leave-one-out Cross Validation for Non-differentiable Penalties under High-dimensional Settings H Zou, A Auddy, KR Rad, A Maleki arXiv preprint arXiv:2402.08543, 2024 | | 2024 |
Regressing Multivariate Gaussian Distribution on Vector Covariates for Co-expression Network Analysis A Auddy, TT Cai, H Li | | 2024 |
Large Dimensional Data Analysis using Orthogonally Decomposable Tensors: Statistical Optimality and Computational Tractability A Auddy Columbia University, 2023 | | 2023 |