conftrace_

model reduction

10 papers

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Co-occurring keywords

model compression (3302) macroscopic dynamics (2) microscopic observation (1) mean-field system (1) stochastic system (12) action matching (2) molecular dynamics (47) mixed integer linear programming (31) non-iid datum (109) data assimilation (9)

Papers

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