Jenne, Helen

6 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

TMLR 2024 Using Skew to Assess the Quality of GAN-Generated Image Features Lorenzo Luzi, Helen Jenne, Carlos Ortiz Marrero, Ryan Murray

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