Workshop Program

Morning:


09:00 Intro

09:10 Manik Varma
, Extreme Classification: A New Paradigm for Ranking & Recommendation
10:00 Coffee Break


10:30 Jason Weston,
Hashtags, Clicks and Likes: Supervision for Content-based Posts

11:20 Locally Non-linear Embeddings for Extreme Multi-Label Learning

(Kush Bhatia, Himanshu Jain, Purushottam Kar, Prateek Jain and Manik Varma)

11:40 Consistent Label Tree Classifiers for Extreme Multi-Label 
Classification
(Kalina Jasinska and Krzysztof Dembczyński)

12:00 Lunch Break and Posters

Afternoon:

14:00 John Langford, The Elusive Theory of Efficient Classification

14:50 Rademacher Complexity Margin Bounds for Learning with a Large Number 
of Classes
(Vitaly Kuznetsov, Mehryar Mohri and Umar Syed)

15:10 Sequential Dynamic Classification for Large Scale Multiclass Problems

(Raphael Puget, Nicolas Baskiotis and Patrick Gallinari)

15:30 Large-scale Bayesian Multi-label Learning via Positive Labels Only

(Piyush Rai, Changwei Hu, Ricardo Henao and Lawrence Carin)

15:50 Coffee Break and Posters


16:30 Jia Deng, 
Knowledge-Driven Recognition of Objects and Actions

17:20 Label Filters for Large Scale Multilabel Classification

(Alexandru Niculescu-Mizil and Ehsan Abbasnejad)

17:40 Wrap-up
18:00 End