Deka, Deepjyoti

4 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

AISTATS 2024 Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs Mishfad Shaikh Veedu, Deepjyoti Deka, Murti Salapaka

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

AISTATS 2022 Efficient and Passive Learning of Networked Dynamical Systems Driven by Non-White Exogenous Inputs Harish Doddi, Deepjyoti Deka, Saurav Talukdar, Murti Salapaka