Beyond Accuracy: Behavioral Testing of NLP Models with Sameer Singh - #406
Today we’re joined by Sameer Singh, an assistant professor in the department of computer science at UC Irvine. Sameer’s work centers on large-scale and interpretable machine learning applied to info...
3 Sep 202041min
How Machine Learning Powers On-Demand Logistics at Doordash with Gary Ren - #405
Today we’re joined by Gary Ren, a machine learning engineer for the logistics team at DoorDash. In our conversation, we explore how machine learning powers the entire logistics ecosystem. We discuss...
31 Aug 202043min
Machine Learning as a Software Engineering Discipline with Dillon Erb - #404
Today we’re joined by Dillon Erb, Co-founder & CEO of Paperspace. We’ve followed Paperspace since their origins offering GPU-enabled compute resources to data scientists and machine learning develope...
27 Aug 202044min
AI and the Responsible Data Economy with Dawn Song - #403
Today we’re joined by Professor of Computer Science at UC Berkeley, Dawn Song. Dawn’s research is centered at the intersection of AI, deep learning, security, and privacy. She’s currently focused on b...
24 Aug 202053min
Relational, Object-Centric Agents for Completing Simulated Household Tasks with Wilka Carvalho - #402
Today we’re joined by Wilka Carvalho, a PhD student at the University of Michigan, Ann Arbor. In our conversation, we focus on his paper ‘ROMA: A Relational, Object-Model Learning Agent for Sample-Eff...
20 Aug 202041min
Model Explainability Forum - #401
Today we bring you the latest Discussion Series: The Model Explainability Forum. Our group of experts and researchers explore the current state of explainability and discuss the key emerging ideas sha...
17 Aug 20201h 27min
What NLP Tells Us About COVID-19 and Mental Health with Johannes Eichstaedt - #400
Today we’re joined by Johannes Eichstaedt, an Assistant Professor of Psychology at Stanford University. In our conversation, we explore how Johannes applies his physics background to a career as a com...
13 Aug 202058min
Human-AI Collaboration for Creativity with Devi Parikh - #399
Today we’re joined by Devi Parikh, Associate Professor at the School of Interactive Computing at Georgia Tech, and research scientist at Facebook AI Research (FAIR). In our conversation, we touch on D...
10 Aug 202044min
