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cs.LG2019★ 3 cited
Adaptively Preconditioned Stochastic Gradient Langevin Dynamics
Chandrasekaran Anirudh Bhardwaj
Stochastic Gradient Langevin Dynamics infuses isotropic gradient noise to SGD to help navigate pathological curvature in the loss landscape for deep networks. Isotropic nature of t…
cs.LG2018
Dynamic Feature Scaling for K-Nearest Neighbor Algorithm
Chandrasekaran Anirudh Bhardwaj, Megha Mishra, Kalyani Desikan
Nearest Neighbors Algorithm is a Lazy Learning Algorithm, in which the algorithm tries to approximate the predictions with the help of similar existing vectors in the training data…