Trends in Reinforcement Learning with Pablo Samuel Castro - #443

Trends in Reinforcement Learning with Pablo Samuel Castro - #443

Today we kick off our annual AI Rewind series joined by friend of the show Pablo Samuel Castro, a Staff Research Software Developer at Google Brain. Pablo joined us earlier this year for a discussion about Music & AI, and his Geometric Perspective on Reinforcement Learning, as well our RL office hours during the inaugural TWIMLfest. In today’s conversation, we explore some of the latest and greatest RL advancements coming out of the major conferences this year, broken down into a few major themes, Metrics/Representations, Understanding and Evaluating Deep Reinforcement Learning, and RL in the Real World. This was a very fun conversation, and we encourage you to check out all the great papers and other resources available on the show notes page.

Avsnitt(778)

Constraint Active Search for Human-in-the-Loop Optimization with Gustavo Malkomes - #505

Constraint Active Search for Human-in-the-Loop Optimization with Gustavo Malkomes - #505

Today we continue our ICML series joined by Gustavo Malkomes, a research engineer at Intel via their recent acquisition of SigOpt.  In our conversation with Gustavo, we explore his paper Beyond the P...

29 Juli 202150min

Fairness and Robustness in Federated Learning with Virginia Smith -#504

Fairness and Robustness in Federated Learning with Virginia Smith -#504

Today we kick off our ICML coverage joined by Virginia Smith, an assistant professor in the Machine Learning Department at Carnegie Mellon University.  In our conversation with Virginia, we explore he...

26 Juli 202136min

Scaling AI at H&M Group with Errol Koolmeister - #503

Scaling AI at H&M Group with Errol Koolmeister - #503

Today we’re joined by Errol Koolmeister, the head of AI foundation at H&M Group. In our conversation with Errol, we explore H&M’s AI journey, including its wide adoption across the company in 2016, an...

22 Juli 202141min

Evolving AI Systems Gracefully with Stefano Soatto - #502

Evolving AI Systems Gracefully with Stefano Soatto - #502

Today we’re joined by Stefano Soatto, VP of AI applications science at AWS and a professor of computer science at UCLA.  Our conversation with Stefano centers on recent research of his called Gracefu...

19 Juli 202149min

ML Innovation in Healthcare with Suchi Saria - #501

ML Innovation in Healthcare with Suchi Saria - #501

Today we’re joined by Suchi Saria, the founder and CEO of Bayesian Health, the John C. Malone associate professor of computer science, statistics, and health policy, and the director of the machine le...

15 Juli 202145min

Cross-Device AI Acceleration, Compilation & Execution with Jeff Gehlhaar - #500

Cross-Device AI Acceleration, Compilation & Execution with Jeff Gehlhaar - #500

Today we’re joined by a friend of the show Jeff Gehlhaar, VP of technology and the head of AI software platforms at Qualcomm.  In our conversation with Jeff, we cover a ton of ground, starting with a ...

12 Juli 202141min

The Future of Human-Machine Interaction with Dan Bohus and Siddhartha Sen - #499

The Future of Human-Machine Interaction with Dan Bohus and Siddhartha Sen - #499

Today we continue our AI in Innovation series joined by Dan Bohus, senior principal researcher at Microsoft Research, and Siddhartha Sen, a principal researcher at Microsoft Research.  In this convers...

8 Juli 202148min

Vector Quantization for NN Compression with Julieta Martinez - #498

Vector Quantization for NN Compression with Julieta Martinez - #498

Today we’re joined by Julieta Martinez, a senior research scientist at recently announced startup Waabi.  Julieta was a keynote speaker at the recent LatinX in AI workshop at CVPR, and our conversatio...

5 Juli 202141min

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