Chau, Herman

5 publications

ICML 2025 Machine Learning Meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-Level Conjecturing Ability in Pure Mathematics Herman Chau, Helen Jenne, Davis Brown, Jesse He, Mark Raugas, Sara C. Billey, Henry Kvinge

ICML 2025 Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge

NeurIPSW 2024 Machine Learning Meets Algebraic Combinatorics: A Suite of Datasets to Accelerate AI for Mathematics Research Herman Chau, Helen Jenne, Davis Brown, Jesse He, Mark Raugas, Sara C. Billey, Henry Kvinge

NeurIPSW 2024 Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge

NeurIPSW 2023 Can We Count on Deep Learning: Exploring and Characterizing Combinatorial Structures Using Machine Learning Helen Jenne, Herman Chau, Davis Brown, Jackson Warley, Timothy Doster, Henry Kvinge