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model reduction

11 papers

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Co-occurring keywords · papers mentioning both

model compression (3) dynamical system (2) macroscopic dynamics (1) microscopic observation (1) mean-field system (1) stochastic system (1) action matching (1) control theory (1) molecular dynamics (1) latent dynamics (1)

Papers

Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction AAAI 2025 Learning interpretable control inputs and dynamics underlying animal locomotion ICLR 2024 Learning Macroscopic Dynamics from Partial Microscopic Observations NeurIPS 2024 Parametric model reduction of mean-field and stochastic systems via higher-order action matching NeurIPS 2024 Every Parameter Matters: Ensuring the Convergence of Federated Learning with Dynamic Heterogeneous Models Reduction NeurIPS 2023 Learning Coherent Clusters in Weakly-Connected Network Systems L4DC 2023 Practical Model Reductions for Verification of Multi-Agent Systems IJCAI 2023 Clustering-based Mode Reduction for Markov Jump Systems L4DC 2022 Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022 MonoForest framework for tree ensemble analysis NeurIPS 2019 Optimal Orthogonal Basis and Image Assimilation: Motion Modeling ICCV 2013