Corruption-tolerant Algorithms for Generalized Linear Models

Bhaskar P Mukhoty, Debojyoti Dey, Purushottam Kar

This paper presents SVAM (Sequential Variance-Altered MLE), a unified framework for learning generalized linear models under adversarial label corruption in training data. SVAM ext…