Machine teaching, LUIS and the democratization of custom AI with Dr. Riham Mansour
Machine learning is a powerful tool that enables conversational agents to provide general question-answer services. But in domains with more specific taxonomies – or simply for requests that are longer and more complicated than “Play…
The 1st Workshop on Hot Topics in Video Analytics and Intelligent Edges
Cameras are everywhere! Analyzing live videos from these cameras has great potential to impact science and society. Enterprise cameras are deployed for a wide variety of commercial and security reasons. Consumer devices themselves have cameras with users…
MSR & Mila Workshop 2019
The 3rd annual MSR & Mila workshop is an opportunity for Mila professors, students and MSR researchers to share and present what they’re currently working on with the goal of facilitating and building on existing…
Offline Reinforcement Learning
This page introduces the research area of Offline Reinforcement Learning (also sometimes called Batch Reinforcement Learning). It consists in training a target policy from a fixed dataset of trajectories collected with a behavioral policy. In…