International Workshop on Big Multi-Target Prediction

ECML/PKDD 2015, Porto, Portugal on September 11th, 2015

Persyval Lab

Accepted Papers.

Paul Mineiro & Nikos Karampatziakis
Fast Label Embeddings for Extremely Large Output Spaces

Maxime Gasse, Alex Aussem and Haytham Elghazel
On the Factorization of the Label Conditional Distribution in the context of Multi-Label Classification

Noureddin Sadawi, Crina Grosan, Ivan Olier, Larisa Soldatova1, and Ross D. King
Multiple Task Learning for Quantitative Structure Activity Relationship Learning: Use of a Natural Metric

Xin Geng and Zhi-Hua Zhou
Label Distribution Learning

Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier and Eric Gaussier
Multi-class to Binary reduction of Large-scale classification Problems