Misra, Sidhant

7 publications

ICML 2025 Optimization Proxies Using Limited Labeled Data and Training Time – A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek, Abhijith Jayakumar, Kaarthik Sundar, Sidhant Misra, Deepjyoti Deka

NeurIPSW 2024 Learning from Less: Bayesian Neural Networks for Optimization Proxy Using Limited Labeled Data Parikshit Pareek, Kaarthik Sundar, Deepjyoti Deka, Sidhant Misra

ICML 2021 Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics Arkopal Dutt, Andrey Lokhov, Marc D Vuffray, Sidhant Misra

NeurIPS 2020 Efficient Learning of Discrete Graphical Models Marc Vuffray, Sidhant Misra, Andrey Lokhov

COLT 2020 Information Theoretic Optimal Learning of Gaussian Graphical Models Sidhant Misra, Marc Vuffray, Andrey Y. Lokhov

NeurIPS 2020 Learning of Discrete Graphical Models with Neural Networks Abhijith Jayakumar, Andrey Lokhov, Sidhant Misra, Marc Vuffray

NeurIPS 2016 Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models Marc Vuffray, Sidhant Misra, Andrey Lokhov, Michael Chertkov