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International Workshop on Big Multi-Target Prediction

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

Persyval Lab

Program schedule.

09h00 - ECML/PKDD plenary session
10h00 - Start workshop - Introduction
10h25 - Invited talk: Manik Varma - Extreme Classification: A New Paradigm for Ranking & Recommendation

Slides

11h15 - Coffee break

11h30 - Invited talk: Anna Choromanska - Logarithmic Time Online Multiclass prediction

Slides

12h20 - Paul Mineiro and Nikos Karampatziakis. Fast Label Embeddings for Extremely Large Output Spaces

Slides

12h45 - Maxime Gasse, Alex Aussem and Haytham Elghazel. On the Factorization of the Label Conditional Distribution in the context of Multi-Label Classification

Slides

13h10 - Lunch break

14h00 - ECML/PKDD plenary session
15h00 - Invited talk: Nicolas Usunier - Learning embeddings in multi-relational domains
15h50 - Coffee break

16h15 - Noureddin Sadawi, Crina Grosan, Ivan Olier, Larisa Soldatova, and Ross D. King. Multiple Task Learning for Quantitative Structure Activity Relationship Learning: Use of a Natural Metric

Slides

16h40 - Antti Airola and Tapio Pahikkala. Large scale greedy feature-selection for multi-target learning

Slides

17h05 - Bikash Joshi, Massih-Reza Amini, Ioannis Partalas, Liva Ralaivola, Nicolas Usunier and Eric Gaussier. Multi-class to Binary reduction of Large-scale classification Problems

Slides

17h30 - Panel discussion
18h00 - ECML/PKDD farewell party
19h30 - Workshop dinner in a local restaurant