Variational Inference Failures Under Model Symmetries: Permutation Invariant Posteriors for Bayesian Neural Networksby Yoav Gelberg,…
Model Debiasing by Learnable Data Augmentationby Pietro Morerio, Ruggero Ragonesi, Vittorio MurinoFirst submitted to arxiv…
Generalizing Few Data to Unseen Domains Flexibly Based on Label Smoothing Integrated with Distributionally Robust…
BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Modelsby Yupeng Chang, Yi…
DC Algorithm for Estimation of Sparse Gaussian Graphical Modelsby Tomokaze Shiratori, Yuichi TakanoFirst submitted to…
Exchangeable Sequence Models Quantify Uncertainty Over Latent Conceptsby Naimeng Ye, Hongseok NamkoongFirst submitted to arxiv…
Network Fission Ensembles for Low-Cost Self-Ensemblesby Hojung Lee, Jong-Seok LeeFirst submitted to arxiv on: 5…
Understanding Deep Learning via Notions of Rankby Noam RazinFirst submitted to arxiv on: 4 Aug…