Prasanth Shyamsundar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Directed Acyclic Graph

Unsupervised Classification

Nonparametric Estimation

Machine Learning

Top Venues

Mach. Learn. Sci. Technol.

Quantum Mach. Intell.

Quantum Inf. Process.

Publications

Avi Vadali, Rutuja Kshirsagar, Prasanth Shyamsundar, Gabriel N. Perdue
Quantum circuit fidelity estimation using machine learning. Quantum Mach. Intell. 6 (1) (2024)
Prasanth Shyamsundar
Non-Boolean quantum amplitude amplification and quantum mean estimation. Quantum Inf. Process. 22 (12) (2023)
Konstantin T. Matchev, Prasanth Shyamsundar
InClass nets: independent classifier networks for nonparametric estimation of conditional independence mixture models and unsupervised classification. Mach. Learn. Sci. Technol. 3 (2) (2022)
Kyoungchul Kong, Konstantin T. Matchev, Stephen Mrenna, Prasanth Shyamsundar
New Machine Learning Techniques for Simulation-Based Inference: InferoStatic Nets, Kernel Score Estimation, and Kernel Likelihood Ratio Estimation. CoRR (2022)
Doojin Kim, Kyoungchul Kong, Konstantin T. Matchev, Myeonghun Park, Prasanth Shyamsundar
Deep-Learned Event Variables for Collider Phenomenology. CoRR (2021)
Konstantin T. Matchev, Prasanth Shyamsundar
InClass Nets: Independent Classifier Networks for Nonparametric Estimation of Conditional Independence Mixture Models and Unsupervised Classification. CoRR (2020)