Search Results for author: Aman Agrawal

Found 4 papers, 2 papers with code

Quantum linear algebra is all you need for Transformer architectures

no code implementations26 Feb 2024 Naixu Guo, Zhan Yu, Matthew Choi, Aman Agrawal, Kouhei Nakaji, Alán Aspuru-Guzik, Patrick Rebentrost

Generative machine learning methods such as large-language models are revolutionizing the creation of text and images.

Learning Restricted Boltzmann Machines with greedy quantum search

no code implementations25 Sep 2023 Liming Zhao, Aman Agrawal, Patrick Rebentrost

Restricted Boltzmann Machines (RBMs) are widely used probabilistic undirected graphical models with visible and latent nodes, playing an important role in statistics and machine learning.

On Permutation Weights and $q$-Eulerian Polynomials

2 code implementations19 Sep 2018 Aman Agrawal, Caroline Choi, Nathan Sun

Weights of permutations were originally introduced by Dugan, Glennon, Gunnells, and Steingr\'imsson [2] in their study of the combinatorics of tiered trees.

Combinatorics 05A05

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