Scalable and Sustainable AI Acceleration for Everyone: Algorithms Train Billion-parameter AI Models on a Commodity CPU faster than Hardware Accelerators
Anshumali Shrivastava
Rice University
Siri, Let Me Introduce Siri: The Connected Future of Artificial Intelligence
Michael Wooldridge
University of Oxford
Deep Problems of Deep Learning
Mikhail Burtsev
AIRI (Artificial Intelligence Research Institute), MIPT
Reinforcement Learning for Real-World System Optimization
Somdeb Majumdar
Intel
Motion Prediction in Robotic Tasks
Gonzalo Ferrer
Skoltech
The Robustness of Deep Networks: A Geometrical Perspective
Evgeny Burnaev
Skoltech, AIRI (Artificial Intelligence Research Institute)
Geometry in Machine learning
Ivan Oseledets
Skoltech
Amazing qualities of the loss function relief in deep learning
Dmitry Vetrov
HSE University, AIRI (Artificial Intelligence Research Institute)
