Statistical Learning
Cross-sectional Learning of Extremal Dependence among Financial Assets
Neural Information Processing Systems http://nips.cc/
Improving Self-supervised Molecular Representation Learning using Persistent Homology
SSL based on persistent homology (PH), a mathematical tool for modeling topological features of data that persist across multiple scales.
The Impact of Regularization on High-dimensional Logistic Regression
Fariborz Salehi, Ehsan Abbasi, Babak Hassibi
Logistic regression is commonly used for modeling dichotomous outcomes.
Cooperative Holistic Scene Understanding: Unifying 3D Object, Layout, and Camera Pose Estimation
Siyuan Huang, Siyuan Qi, Yinxue Xiao, Yixin Zhu, Ying Nian Wu, Song-Chun Zhu
Neural Information Processing Systems http://nips.cc/
First Exit Time Analysis of Stochastic Gradient Descent Under Heavy-Tailed Gradient Noise
Thanh Huy Nguyen, Umut Simsekli, Mert Gurbuzbalaban, Gaël RICHARD
Neural Information Processing Systems http://nips.cc/
