7 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks
Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo +6
Computational complexity of Bayesian learning is impeding its adoption in practical, large-scale tasks. Despite demonstrations of significant merits such as improved robustness and…
cs.LG2022★ 7 cited
ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
Damien Teney, Yong Lin, Seong Joon Oh +1
Several studies have compared the in-distribution (ID) and out-of-distribution (OOD) performance of models in computer vision and NLP. They report a frequent positive correlation a…