Program
April 23, 2018
Room: Tête d’Or 2
9:00 - 9:15 AM
XMLC Welcome
Session 1
Chair: Krzysztof Dembczynski
9:15 - 10:00 AM
Invited Talk: Manik Varma
Extreme Classification: Tagging on Wikipedia, Recommendation on Amazon & Advertising on Bing [PDF]
10:00 - 10:20 AM
Regular Paper Talk:
Cold Start Thread Recommendation as Extreme Multi-label Classification [PDF]
Kishaloy Halder, Lahari Poddar and Min-Yen Kan
10:20 - 11:00 AM
Break
Session 2
Chair: Marius Kloft
11:00 - 11:40 AM
Invited Talk: Anshumali Shrivastava
Training 100,000 classes on a Single Titan X in 7 hours or 15 minutes with 25 Titan Xs [PDF]
11:40 - 12:00 PM
Regular Paper Talk:
Learning Large Scale Ordinal Ranking Model via Divide-and-Conquer Technique
Lu Tang, Sougata Chaudhuri, Abraham Bagherjeiran and Ling Zhou
12:00 - 12:20
Extended Abstract Talk:
Deep F-measure Maximization in Multi-label Classification: A Comparative Study [PDF]
Stijn Decubber, Thomas Mortier, and Willem Waegeman
12:20 - 1:40 PM
Break
Session 3
Chair: Aasish Pappu
1:40 - 2:20 PM
Invited Talk: Marius Kloft
Distributed Training of All-in-one Multi-class SVMs
2:20 - 2:40 PM
Extended Abstract Talk:
Parabel: Partitioned Label Trees for Extreme Classification with Application to Dynamic Search Advertising [PDF]
Yashoteja Prabhu, Anil Kag, Shrutendra Harsola, Rahul Agrawal and Manik Varma
2:40 - 3:00 PM
Extended Abstract Talk:
Efficient exact batch prediction for label trees [PDF]
Kalina Jasinska
3:00 - 3:40 PM
Break
Session 4
Chair: Akshay Soni
3:40 - 4:20 PM
Invited Talk: Moustapha Cisse
Deep Extreme Classification: From head to tail