Team Approx Bayes

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ysngshn 

authored 8 papers 5 months ago

Beyond In-Domain Scenarios: Robust Density-Aware Calibration

Paper • 2302.05118 • Published Feb 10, 2023

Variational Learning is Effective for Large Deep Networks

Paper • 2402.17641 • Published Feb 27, 2024

A Graph Is More Than Its Nodes: Towards Structured Uncertainty-Aware Learning on Graphs

Paper • 2210.15575 • Published Oct 27, 2022

Deep Combinatorial Aggregation

Paper • 2210.06436 • Published Oct 12, 2022

What Makes Graph Neural Networks Miscalibrated?

Paper • 2210.06391 • Published Oct 12, 2022

Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification

Paper • 2107.13059 • Published Jul 27, 2021

A Chain Graph Interpretation of Real-World Neural Networks

Paper • 2006.16856 • Published Jun 30, 2020

Probabilistic Discriminative Learning with Layered Graphical Models

Paper • 1902.00057 • Published Jan 31, 2019