Invited Talks

Extreme Classification: Tagging on Wikipedia, Recommendation on Amazon & Advertising on Bing

Manik Varma

Training 100,000 classes on a Single Titan X in 7 hours or 15 minutes with 25 Titan Xs.

Anshumali Shrivastava

Distributed Training of All-in-one Multi-class SVMs

Marius Kloft

Deep Extreme Classification: From head to tail

Moustapha Cisse

Full Papers

Learning Large Scale Ordinal Ranking Model via Divide-and-Conquer Technique

Lu Tang, Sougata Chaudhuri, Abraham Bagherjeiran and Ling Zhou

Cold Start Thread Recommendation as Extreme Multi-label Classification

Kishaloy Halder, Lahari Poddar and Min-Yen Kan

Extended Abstracts

Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising

Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal and Manik Varma

Deep F-measure Maximization in Multi-label Classification: A Comparative Study

Stijn Decubber, Thomas Mortier, and Willem Waegeman

Efficient exact batch prediction for label trees

Kalina Jasinska