no code implementations • 26 Feb 2024 • Naixu Guo, Zhan Yu, Aman Agrawal, Patrick Rebentrost
Generative machine learning methods such as large-language models are revolutionizing the creation of text and images.
no code implementations • 25 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.
1 code implementation • AKBC 2020 • Yatin Nandwani, Ankesh Gupta, Aman Agrawal, Mayank Singh Chauhan, Parag Singla, Mausam
State-of-the-art models for Knowledge Base Completion (KBC) are based on tensor factorization (TF), e. g, DistMult, ComplEx.
2 code implementations • 19 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