23 citations · 27 across the 12 of their papers we have counts for
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quant-ph2025
Learning stabilizer structure of quantum states
Srinivasan Arunachalam, Arkopal Dutt
We consider the task of learning a structured stabilizer decomposition of an arbitrary -qubit quantum state : for , output a state with stabilizer-r…
math.CO2025
Algorithmic Polynomial Freiman-Ruzsa Theorems
Srinivasan Arunachalam, Davi Castro-Silva, Arkopal Dutt +1
We prove algorithmic versions of the polynomial Freiman-Ruzsa theorem of Gowers, Green, Manners, and Tao (Annals of Mathematics, 2025) in additive combinatorics. In particular, we…
quant-ph2025
Learning depth-3 circuits via quantum agnostic boosting
Srinivasan Arunachalam, Arkopal Dutt, Alexandru Gheorghiu +1
We initiate the study of quantum agnostic learning of phase states with respect to a function class : given copies of an unk…