Search Results for author: Alireza Seif

Found 2 papers, 1 papers with code

Demonstration of Robust and Efficient Quantum Property Learning with Shallow Shadows

no code implementations27 Feb 2024 Hong-Ye Hu, Andi Gu, Swarnadeep Majumder, Hang Ren, Yipei Zhang, Derek S. Wang, Yi-Zhuang You, Zlatko Minev, Susanne F. Yelin, Alireza Seif

This combined theoretical and experimental analysis positions the robust shallow shadow protocol as a scalable, robust, and sample-efficient protocol for characterizing quantum states on current quantum computing platforms.

Bayesian Inference

The impact of memory on learning sequence-to-sequence tasks

1 code implementation29 May 2022 Alireza Seif, Sarah A. M. Loos, Gennaro Tucci, Édgar Roldán, Sebastian Goldt

Here, we propose a simple model for a seq2seq task that has the advantage of providing explicit control over the degree of memory, or non-Markovianity, in the sequences -- the stochastic switching-Ornstein-Uhlenbeck (SSOU) model.

Machine Translation

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