#52 - Unadversarial Examples (Hadi Salman, MIT)
Performing reliably on unseen or shifting data distributions is a difficult challenge for modern vision systems, even slight corruptions or transformations of images are enough to slash the accuracy o...
1 Mai 20211h 48min
#51 Francois Chollet - Intelligence and Generalisation
In today's show we are joined by Francois Chollet, I have been inspired by Francois ever since I read his Deep Learning with Python book and started using the Keras library which he invented many, man...
16 Apr 20212h 1min
#50 Christian Szegedy - Formal Reasoning, Program Synthesis
Dr. Christian Szegedy from Google Research is a deep learning heavyweight. He invented adversarial examples, one of the first object detection algorithms, the inceptionnet architecture, and co-invente...
4 Apr 20211h 33min
#49 - Meta-Gradients in RL - Dr. Tom Zahavy (DeepMind)
The race is on, we are on a collective mission to understand and create artificial general intelligence. Dr. Tom Zahavy, a Research Scientist at DeepMind thinks that reinforcement learning is the most...
23 Mar 20211h 25min
#48 Machine Learning Security - Andy Smith
First episode in a series we are doing on ML DevOps. Starting with the thing which nobody seems to be talking about enough, security! We chat with cyber security expert Andy Smith about threat modelli...
16 Mar 202137min
047 Interpretable Machine Learning - Christoph Molnar
Christoph Molnar is one of the main people to know in the space of interpretable ML. In 2018 he released the first version of his incredible online book, interpretable machine learning. Interpretabili...
14 Mar 20211h 40min
#046 The Great ML Stagnation (Mark Saroufim and Dr. Mathew Salvaris)
Academics think of themselves as trailblazers, explorers — seekers of the truth. Any fundamental discovery involves a significant degree of risk. If an idea is guaranteed to work then it moves from th...
6 Mar 20211h 39min
#045 Microsoft's Platform for Reinforcement Learning (Bonsai)
Microsoft has an interesting strategy with their new “autonomous systems” technology also known as Project Bonsai. They want to create an interface to abstract away the complexity and esoterica of dee...
28 Feb 20212h 30min
