Programme

Room: Auditorium 2

10:00 

Invited Talk I
Variations on the Deep Learning Theme
Jaime Cardoso

10:40

Hardware Platform for Big Data Analytics: High Performance Deep Learning at Yahoo!
Mourad Bouache and John Glover

11:10 Coffee Break
11:30

Automatic Classification of Anuran Sounds Using Convolutional Neural Networks
Tanel Peet

11:55

Stream-based recommendation algorithms
João Vinagre

12:20

Online semi-supervised learning for multi-target regression in data streams using AMRules
Ricardo Sousa

13:00 Lunch
14:20

Invited Talk II
Accelerating Machine Learning Tasks using Multiprocessors and GPUs
Inês Dutra

15:00

Bigger Buffer k-d Trees on Multi-Many-Core Systems
Fabian Gieseke, Cosmin Eugen Oancea, Ashish Mahabal, Christian Igel and Tom Heskes

15:30 Coffee Break
15:50

Topics in High-Performance Computing with R
John W. Emerson

16:15

Event detection from traffic tensors: A hybrid model
Hadi Fanaee-T

16:40

Analysis of Evolutionary Call Ego Networks
Shazia Tabassum


INESC TEC - Laboratório Associado