Showing 1–20 of 46 results
/ Date/ Name
Jan 25, 2024Producing Plankton Classifiers that are Robust to Dataset ShiftJun 13, 2019On mean-field theories of dynamics in supercooled liquidsApr 17, 2019Maximum-energy records in glassy energy landscapesOct 7, 2021Predicting Chemical Hazard across Taxa through Machine LearningAug 10, 2017Activated Aging Dynamics and Effective Trap Model Description in the Random Energy ModelJan 10, 2023Differentiable modeling to unify machine learning and physical models and advance GeosciencesMay 11, 2018Activated dynamics: an intermediate model between REM and p-spinJul 1, 2022A Theoretical Analysis of the Learning Dynamics under Class ImbalanceJan 8, 2020Effective Trap-like Activated Dynamics in a Continuous LandscapeSep 1, 2016Emergent SO(3) Symmetry of the Frictionless Shear Jamming TransitionJun 1, 2023Initial Guessing Bias: How Untrained Networks Favor Some ClassesFeb 26, 2016Criticality and Energy Landscapes in Spin GlassesJan 4, 2022Competition between Barrier- and Entropy-Driven Activation in GlassesJul 6, 2022Modeling Node Exposure for Community Detection in NetworksSep 25, 2018The jamming transition as a paradigm to understand the loss landscape of deep neural networksMar 12, 2021Revisiting the Concept of Activation in Supercooled LiquidsJun 16, 2015Soft Modes, Localization and Two-Level Systems in Spin GlassesJan 13, 2015Dynamics and Correlations among Soft Excitations in Marginally Stable GlassesMar 29, 2015Energy landscape in three-dimensional Heisenberg spin glassesMay 17, 2025When Bias Meets Trainability: Connecting Theories of Initialization