Applying the Causal Roadmap to Optimal Dynamic Treatment Rules with Lina Montoya - #506
Today we close out our 2021 ICML series joined by Lina Montoya, a postdoctoral researcher at UNC Chapel Hill. In our conversation with Lina, who was an invited speaker at the Neglected Assumptions in...
2 Aug 202154min
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 Jul 202150min
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 Jul 202136min
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 Jul 202141min
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 Jul 202149min
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 Jul 202145min
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 Jul 202141min
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 Jul 202148min
