Search Results for author: Abhijith Jayakumar

Found 2 papers, 1 papers with code

Learning Energy-Based Representations of Quantum Many-Body States

1 code implementation8 Apr 2023 Abhijith Jayakumar, Marc Vuffray, Andrey Y. Lokhov

An ideal representation of a quantum state combines a succinct characterization informed by the system's structure and symmetries, along with the ability to predict the physical observables of interest.

Shot-frugal and Robust quantum kernel classifiers

no code implementations13 Oct 2022 Abhay Shastry, Abhijith Jayakumar, Apoorva Patel, Chiranjib Bhattacharyya

Quantum kernel methods are a candidate for quantum speed-ups in supervised machine learning.

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