Presented at Fields Institute
David Sontag, Massachusetts Institute of Technology
How is Machine Learning Going to Change Health Care? (Video)
Abstract
Alex Graves, DeepMind
Frontiers in Recurrent Neural Network Research
Abstract
Max Welling, University of Amsterdam
Generalizing convolutions for Deep Learning (Video)
Abstract
Ernest Earon, Precision Hawk
Airborne Intelligence: Why birds are so good at what they do (Video)
Abstract
James Bergstra, Kindred
From Teleoperation to AGI (Video)
Abstract
Ryan Geriepy, ClearPath Robotics
3 Steps To Applying Machine Learning To Fleets Of Self-Driving Vehicles (Video)
Abstract
Shane Gu, Cambridge University
Sample-Efficient Deep Reinforcement Learning for Robotics (Video)
Abstract
David Blei, Columbia University
Probabilistic Topic Models and User Behavior (Video)
Abstract
Fernanda Viegas, Martin Wattenberg and Daniel Smilkov, Google
Visualization for machine learning–and human learning, too (Video)
Abstract
Roger Melko, University of Waterloo
Machine Learning Quantum Physics (Video)
Abstract
Pieter Abbeel, University of California, Berkeley
Deep Reinforcement Learning for Robotics (Video)
Abstract
Roger Grosse, University of Toronto
Optimizing neural networks using structured probabilistic models (Video)
Abstract
Graham Taylor, University of Guelph
Dataset Augmentation in Feature Space (Video)
Abstract
Rob Fergus, New York University / Facebook
Memory and Communication in Neural Networks (Video)
Abstract
Hugo Larochelle, Google Brain
Autoregressive Generative Models with Deep Learning (Video)
Abstract
Michael Schull, Institute for Clinical Evaluative Sciences
ICES: Linking data and discovery, and building a health data science agenda (Video)
Abstract
Alexandre Le Bouthillier, Imagia
Imagia: Artificial Intelligence for medical image analysis (Video)
Abstract
Brendan Frey, Deep Genomics
Deep Genomics: Changing the course of genomic medicine (Video)
Abstract
Joshua Landy, Figure 1
Figure 1: The computer will see you now (Video)
Abstract
Ofer Shai, Meta Inc.
Meta: Unlocking the world’s scientific and technical insights (Video)
Abstract
Roger Grosse, David Duvenaud and Sanja Fidler,, University of Toronto
Meet the New Faculty: Roger Grosse, David Duvenaud & Sanja Fidler (Video)
Abstract
Andrew McCallum, University of Massachusetts
Universal Schema for Representation and Reasoning from Natural Language (Video)
Abstract
Richard Sutton, University of Alberta
The Future of Artificial Intelligence Belongs to Search and Learning (Video)
Abstract
Geoffrey Hinton, University of Toronto
Using Fast Weights to Store Temporary Memories (Video)
Abstract
Amir Ban, Tel-Aviv University
When Should an Expert Make a Prediction? (Video)
Abstract