Sidhant Misra

Scientist, Los Alamos National Laboratory

Joined

January 2019

Names

Sidhant Misra (Preferred)

Emails

****@lanl.gov (Confirmed)

Personal Links

Career & Education History

Scientist

Los Alamos National Laboratory (lanl.gov)

2016 – Present

PhD student

Massachusetts Institute of Technology (mit.edu)

2011 – 2014

Advisors, Relations & Conflicts

Postdoc Advisor

Michael Chertkov

2014 – 2016

PhD Advisor

2011 – 2014

Expertise

Stochastic Optimization

Present

Machine Learning

Present

Publications

QuantumAnnealing: a Julia package for simulating dynamics of transverse field ising models
Zachary Morrell, Marc Denis Vuffray, Sidhant Misra, Carleton Coffrin
- 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)
- 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
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models
Marc Vuffray, Sidhant Misra, Andrey Y. Lokhov, Michael Chertkov
- 2016 (modified: 11 Nov 2022)
- NIPS 2016
- Readers: Everyone

Co-Authors