Friday 14th September

Level 6, All Star 681/682 room (ECML-PKDD, Conference center at Croke Park)

9.00-9.10 Welcome
9.10-10.00 Keynote talk by Nicola Tonellotto (National Research Council of Italy, ISTI).
Energy Efficiency in Large Scale Information Retrieval Systems.
10.00-10.20 Paper session 1
Energy Efficiency in Reinforcement Learning for Wireless Sensor Networks.
Michal Kozlowski, Ryan McConville, Raul Santos Rodriguez, Robert Piechocki - University of Bristol, UK
10.20-10.40 Paper session 2
Event relevancy pruning in support of energy-efficient sequential pattern mining.
Pierre Dagnely, Tom Tourwé, and Elena Tsiporkova. Sirris - Elucidata Innovation Lab, Brussels, Belgium
10.40-11.00 Coffee Break
11.00-11.50 Keynote talk by Erich Elsen (Google Brain) (online)
Fast and Efficient Auto-Regressive Inference.
11.50-12.10 Paper session 3
Fine-Grained Energy and Performance Profiling framework for Deep Convolutional Neural Networks.
Crefeda Faviola Rodrigues, Graham Riley, Mikel Luján. The University of Manchester, UK.
12.10-12.30 Paper session 4
How to Measure Energy Consumption in Machine Learning algorithms
Eva Garcia-Martin, Niklas Lavesson, Håkan Grahn, Emiliano Casalicchio, Veselka Boeva.
Blekinge Institute of Technology, Karlskrona, Sweden.
12.30-12.40 Closing