research
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07/14/2023
Harpa: High-Rate Phase Association with Travel Time Neural Fields
Phase association groups seismic wave arrivals according to their origin...
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06/09/2023
A Dynamical Graph Prior for Relational Inference
Relational inference aims to identify interactions between parts of a dy...
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12/26/2022
Statistical Mechanics of Generalization In Graph Convolution Networks
Graph neural networks (GNN) have become the default machine learning mod...
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10/08/2021
Neural Link Prediction with Walk Pooling
Graph neural networks achieve high accuracy in link prediction by jointl...
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02/14/2020
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics
We introduce a sampling perspective to tackle the challenging task of tr...
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01/30/2018