Statistical Learning
Kernel Instrumental Variable Regression
Rahul Singh, Maneesh Sahani, Arthur Gretton
Neural Information Processing Systems http://nips.cc/
Transformers learn through gradual rank increase
Can we apply this analysis to transformers?
Semantic-Guided Multi-Attention Localization for Zero-Shot Learning
Yizhe Zhu, Jianwen Xie, Zhiqiang Tang, Xi Peng, Ahmed Elgammal
Neural Information Processing Systems http://nips.cc/
Theoretical Analysis of Adversarial Learning: A Minimax Approach
Zhuozhuo Tu, Jingwei Zhang, Dacheng Tao
Neural Information Processing Systems http://nips.cc/
A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression
JIAJIN LI, SEN HUANG, Anthony Man-Cho So
Moreover,manyoftheDROproblems thatariseinthe learning context admits exact convex reformulations and hence can be tackled byoff-the-shelf solvers.
