Wide Mean-Field Bayesian Neural Networks Ignore the Data

Wide Mean-Field Bayesian Neural Networks Ignore the Data

23 February 2022

Finale Doshi-Velez

Papers citing "Wide Mean-Field Bayesian Neural Networks Ignore the Data"

4 / 4 papers shown

Title
Streamlining Prediction in Bayesian Deep Learning Rui Li Marcus Klasson Arno Solin Martin Trapp UQCV BDL 91 1 0 27 Nov 2024
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference Arnaud Descours Tom Huix Arnaud Guillin Manon Michel Eric Moulines Boris Nectoux BDL 12 1 0 10 Jul 2023
Markov Chain Score Ascent: A Unifying Framework of Variational Inference with Markovian Gradients Kyurae Kim Jisu Oh J. Gardner Adji Bousso Dieng Hongseok Kim BDL 11 8 0 13 Jun 2022
Separation of Scales and a Thermodynamic Description of Feature Learning in Some CNNs Inbar Seroussi Gadi Naveh Z. Ringel 12 49 0 31 Dec 2021