no code implementations • 11 Dec 2022 • 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.
1 code implementation • 6 Nov 2021 • Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar
This paper presents AGGLIO (Accelerated Graduated Generalized LInear-model Optimization), a stage-wise, graduated optimization technique that offers global convergence guarantees for non-convex optimization problems whose objectives offer only local convexity and may fail to be even quasi-convex at a global scale.
1 code implementation • 22 May 2020 • Amit Chandak, Debojyoti Dey, Bhaskar Mukhoty, Purushottam Kar
Mass public quarantining, colloquially known as a lock-down, is a non-pharmaceutical intervention to check spread of disease.