Jump to content
Nytro

Deep Learning Summer School

Recommended Posts

Deep Learning (DLSS) and Reinforcement Learning (RLSS) Summer School, Montreal 2017

Deep neural networks that learn to represent data in multiple layers of increasing abstraction have dramatically improved the state-of-the-art for speech recognition, object recognition, object detection, predicting the activity of drug molecules, and many other tasks. Deep learning discovers intricate structure in large datasets by building distributed representations, either via supervised, unsupervised or reinforcement learning.

 

The Deep Learning Summer School (DLSS) is aimed at graduate students and industrial engineers and researchers who already have some basic knowledge of machine learning (and possibly but not necessarily of deep learning) and wish to learn more about this rapidly growing field of research.

In collaboration with DLSS we will hold the first edition of the Montreal Reinforcement Learning Summer School (RLSS). RLSS will cover the basics of reinforcement learning and show its most recent research trends and discoveries, as well as present an opportunity to interact with graduate students and senior researchers in the field.

The school is intended for graduate students in Machine Learning and related fields. Participants should have advanced prior training in computer science and mathematics, and preference will be given to students from research labs affiliated with the CIFAR program on Learning in Machines and Brains.

 

         

Deep Learning Summer School

Theano
 
Pascal Lamblin
 
Bayesian Hyper Networks
 
David Scott Krueger
 
lockedGibs Net
 
Alex Lamb
 
CRNN's
 
Rémi Leblond, Jean-Baptiste Alayrac
 
tbd
 
Rogers F. Silva
 

Reinforcement Learning Summer School

TD Learning
 
Richard S. Sutton
 
Deep Control
 
Nando de Freitas
 
Theory of RL
 
Csaba Szepesvári
 
Safe RL
 
Philip S. Thomas
 

 

 

Link to comment
Share on other sites

Join the conversation

You can post now and register later. If you have an account, sign in now to post with your account.

Guest
Reply to this topic...

×   Pasted as rich text.   Paste as plain text instead

  Only 75 emoji are allowed.

×   Your link has been automatically embedded.   Display as a link instead

×   Your previous content has been restored.   Clear editor

×   You cannot paste images directly. Upload or insert images from URL.



×
×
  • Create New...