Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learningby Ziyan Wang, Yaxuan…
Proper losses regret at least 1/2-orderby Han Bao, Asuka TakatsuFirst submitted to arxiv on: 15…
A Fast, Robust Elliptical Slice Sampling Implementation for Linearly Truncated Multivariate Normal Distributionsby Kaiwen Wu,…
Improving Graph Out-of-distribution Generalization on Real-world Databy Can Xu, Yao Cheng, Jianxiang Yu, Haosen Wang,…
Robust Yet Efficient Conformal Prediction Setsby Soroush H. Zargarbashi, Mohammad Sadegh Akhondzadeh, Aleksandar BojchevskiFirst submitted…
Variational Inference via Smoothed Particle Hydrodynamicsby Yongchao HuangFirst submitted to arxiv on: 12 Jul 2024CategoriesMain:…
Learning Distances from Data with Normalizing Flows and Score Matchingby Peter Sorrenson, Daniel Behrend-Uriarte, Christoph…
Compositional Structures in Neural Embedding and Interaction Decompositionsby Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca…
Dynamical Measure Transport and Neural PDE Solvers for Samplingby Jingtong Sun, Julius Berner, Lorenz Richter,…
Flow to Rare Events: An Application of Normalizing Flow in Temporal Importance Sampling for Automated…