Fine mapping and accurate prediction of complex traits using Bayesian Variable Selection models applied to biobank-size data G de Los Campos, A Grueneberg, S Funkhouser, P Pérez-Rodríguez, ... European Journal of Human Genetics 31 (3), 313-320, 2023 | 10 | 2023 |
Sparsity-Inducing Categorical Prior Improves Robustness of the Information Bottleneck A Samaddar, S Madireddy, P Balaprakash, T Maiti, G de los Campos, ... Proceedings of The 26th International Conference on Artificial Intelligence …, 2023 | 2 | 2023 |
Bayesian Hierarchical Hypothesis Testing in Large-Scale Genome-Wide Association Analysis A Samaddar, T Maiti, G de los Campos bioRxiv, 2024.02. 26.582204, 2024 | 1 | 2024 |
Data-Efficient Dimensionality Reduction and Surrogate Modeling of High-Dimensional Stress Fields A Samaddar, SK Ravi, N Ramachandra, L Luan, S Madireddy, A Bhaduri, ... Journal of Mechanical Design, 1-19, 2024 | | 2024 |
Thinking Bayesian for plasma physicists SE Kruger, J Leddy, EC Howell, S Madireddy, C Akcay, T Bechtel Amara, ... Physics of Plasmas 31 (5), 2024 | | 2024 |
REMEDI: Corrective Transformations for Improved Neural Entropy Estimation V Nilsson, A Samaddar, S Madireddy, P Nyquist arXiv preprint arXiv:2402.05718, 2024 | | 2024 |
Machine Learning Methods for Feature Selection and Prediction Applied to Large Scale Genetics Data A Samaddar Michigan State University ProQuest Dissertations Publishing, 2023 | | 2023 |
EFIT-AI neural network surrogates for magnetic, MSE, and kinetic equilibrium reconstruction C Akcay, S Madireddy, X Sun, T Bechtel, J McClenaghan, A Samaddar, ... APS Division of Plasma Physics Meeting Abstracts 2023, TI01. 006, 2023 | | 2023 |
A Forward algorithm to identify credible sets in Bayesian variable selection models G de los Campos, A Samaddar, B Valente, CY Chen, W Herring, ... Proceedings of 12th World Congress on Genetics Applied to Livestock …, 2022 | | 2022 |