Deepjyoti Deka

Scientisti, Massachusetts Institute of Technology

Joined

May 2021

Names

Deepjyoti Deka (Preferred)

Emails

****@lanl.gov (Confirmed)

,

****@mit.edu (Confirmed)

Personal Links

Career & Education History

Scientisti

Massachusetts Institute of Technology (mit.edu)

2024 – Present

Scientist

Los Alamo`s National Laboratory (lanl.gov)

2015 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

machine learning for power systems

Present

de

Present

Publications

Efficient and passive learning of networked dynamical systems driven by non-white exogenous inputs
Harish Doddi, Deepjyoti Deka, Saurav Talukdar, Murti Salapaka
- OpenReview Archive Direct Upload
- Readers: Everyone
Information Theoretically Optimal Sample Complexity of Learning Dynamical Directed Acyclic Graphs
Mishfad Shaikh Veedu, Deepjyoti Deka, Murti Salapaka
- Proceedings of the 27th International Conference on Artifi- cial Intelligence and Statistics (AISTATS) 2024, Valencia, Spain.
- Readers: Everyone
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
- ICML 2025 poster
- Readers: Everyone
Optimization Proxies using Limited Labeled Data and Training Time - A Semi-Supervised Bayesian Neural Network Approach
Parikshit Pareek, Kaarthik Sundar, Deepjyoti Deka, Sidhant Misra
- Submitted to ICLR 2025
- Readers: Everyone
Learning from Less: Bayesian Neural Networks for Optimization Proxy using Limited Labeled Data
Parikshit Pareek, Kaarthik Sundar, Deepjyoti Deka, Sidhant Misra
- NeurIPS BDU Workshop 2024 Poster
- Readers: Everyone

Co-Authors