activity
20042023
most citedQuantum Machine Learning

4.7k citations · 9.3k across the 70 of their papers we have counts for

collaborators

71 papers

quant-ph2023★ 4 cited

Tridiagonal matrix decomposition for Hamiltonian simulation on a quantum computer

Boris Arseniev, Dmitry Guskov, Richik Sengupta +2

The construction of quantum circuits to simulate Hamiltonian evolution is central to many quantum algorithms. State-of-the-art circuits are based on oracles whose implementation is…

quant-ph2023★ 5 cited

Mitigating Quantum Gate Errors for Variational Eigensolvers Using Hardware-Inspired Zero-Noise Extrapolation

Alexey Uvarov, Daniil Rabinovich, Olga Lakhmanskaya +3

Variational quantum algorithms have emerged as a cornerstone of contemporary quantum algorithms research. Practical implementations of these algorithms, despite offering certain le…

quant-ph2023★ 1 cited

On Translation-Invariant Matrix Product States and advances in MPS representations of the -state

Petr Klimov, Richik Sengupta, Jacob Biamonte

This work is devoted to the study Translation-Invariant (TI) Matrix Product State (MPS) representations of quantum states with periodic boundary conditions (PBC). We pursue two dir…

quant-ph2023

The ZX-Calculus is Canonical in the Heisenberg Picture for Stabilizer Quantum Mechanics

J Biamonte, A Nasrallah

In 2008 Coecke and Duncan proposed the graphical ZX-calculus rewrite system which came to formalize reasoning with quantum circuits, measurements and quantum states. The ZX-calculu…

quant-ph2023★ 11 cited

Robustness of Variational Quantum Algorithms against stochastic parameter perturbation

Daniil Rabinovich, Ernesto Campos, Soumik Adhikary +3

Variational quantum algorithms are tailored to perform within the constraints of current quantum devices, yet they are limited by performance-degrading errors. In this study, we co…

math.CO2022

On Symmetric Pseudo-Boolean Functions: Factorization, Kernels and Applications

Richik Sengupta, Jacob Biamonte

A symmetric pseudo-Boolean function is a map from Boolean tuples to real numbers which is invariant under input variable interchange. We prove that any such function can be equival…