Vol 99, No 2 (2019)

Recent Advances in Machine Learning

Table of Contents

Editor's Desk

Editor’s Desk
G. K. Ananthasuresh
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173

Review Articles

Guest Editor’s Note
Chiranjib Bhattacharyya
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175
Beyond Supervised Learning: A Computer Vision Perspective
Lovish Chum, Anbumani Subramanian, Vineeth N. Balasubramanian, C. V. Jawahar
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177-199
Stochastic Gradient Descent and Its Variants in Machine Learning
Praneeth Netrapalli
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201-213
Sequence Segmentation Using Semi‑Markov Conditional Random Fields
Sunita Sarawagi
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215-224
An Overview of Restricted Boltzmann Machines
Vidyadhar of the Upadhya, P. S. Sastry
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225-236
Effect of Inter‑layer Coupling on Multilayer Network Centrality Measures
Tarun Kumar, Manikandan Narayanan, Balaraman Ravindran
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237-246
Gradient Methods for Non‑convex Optimization
Prateek Jain
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247-256

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Back Cover Page

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