Deep Learning: Systems, Algorithms And Applications
COM1 Level 2
SR1, COM1-02-06
REGISTER at http://www.comp.nus.edu.sg/~dbsystem/singa//workshop/
(Limited to 150 seats)
Program
1. Welcome and Introduction
Professor Ooi Beng Chin, NUS
2. Apache SINGA: Levelling the playing field
Dr Chonho Lee, NUS
3. Petuum: A New Platform for Distributed Machine Learning on Big Data
Dr. Qirong Ho, I2R
4. Large Scale Deep Learning for Image Classification and Retrieval
Associate Professor Steven Hoi, SMU
Lunch
5. Increasing the capacity of deep neural networks by learning spatial dependency and fine-grained features
Dr Gang Wang, NTU
6. Dissecting the Deep Neural Networks for a Better Insight
Dr Sim Khe Chai, NUS
7. Deep Learning for Stock Market Prediction
Dr Yue Zhang, SUTD
8. Apache SINGA: From a User's Perspective
Mr Wei Wang, NUS
Tea Reception & Interaction