256 citations · 1.5k across the 47 of their papers we have counts for
51 papers
Lower Bounds on Error Exponents via a New Quantum Decoder
Salman Beigi, Marco Tomamichel
We introduce a new quantum decoder based on a variant of the pretty good measurement, but defined via an alternative matrix quotient. We use this decoder to show new lower bounds o…
Quantum Maximal Correlation for Gaussian States
Salman Beigi, Saleh Rahimi-Keshari
We compute the quantum maximal correlation for bipartite Gaussian states of continuous-variable systems. Quantum maximal correlation is a measure of correlation with the monotonici…
Quantum Kernel Method in the Presence of Noise
Salman Beigi
Kernel method in machine learning consists of encoding input data into a vector in a Hilbert space called the feature space and modeling the target function as a linear map on the…
Operator-valued Schatten spaces and quantum entropies
Salman Beigi, Milad M. Goodarzi
Operator-valued Schatten spaces were introduced by G. Pisier as a noncommutative counterpart of vector-valued -spaces. This family of operator spaces forms an interpolation…
Network Nonlocality via Rigidity of Token-Counting and Color-Matching
Marc-Olivier Renou, Salman Beigi
Network Nonlocality is the study of the Network Nonlocal correlations created by several independent entangled states shared in a network. In this paper, we provide the first two g…
Quantum Lazy Training
Erfan Abedi, Salman Beigi, Leila Taghavi
In the training of over-parameterized model functions via gradient descent, sometimes the parameters do not change significantly and remain close to their initial values. This phen…