The TWIML AI Podcast (formerly This W...
Machine learning and artificial intelligence are dramatically changing the way businesses operate and people live. The TWIML AI Podcast brings the top minds and ideas from the world of ML and AI to a broad and influential community of ML/AI researchers, data scientists, engineers and tech-savvy business and IT leaders. Hosted by Sam Charrington, a sought after industry analyst, speaker, commentator and thought leader. Technologies covered include machine learning, artificial intelligence, deep learning, natural language processing, neural networks, analytics, computer science, data science and more.
176
Spatiotemporal Data Analysis with Rose Yu - #508
30 min
177
Parallelism and Acceleration for Large Language...
Today we're joined by Bryan Catanzaro of NVIDIA to discuss his work on cuDNN, high performance computing, parallelism for large language models, deep learning super sampling, and much more!
48 min
178
Applying the Causal Roadmap to Optimal Dynamic ...
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 Causal Inference Workshop, we explored her...
53 min
179
Constraint Active Search for Human-in-the-Loop ...
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 , which focuses on a novel algorithmic solution for the...
48 min
180
Fairness and Robustness in Federated Learning w...
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 her work on cross-device federated learning...
36 min
181
Scaling AI at H&M Group with Errol Koolmeister ...
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, and the various use cases in which...
40 min
182
Evolving AI Systems Gracefully with Stefano Soa...
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 Graceful AI, which focuses on how to make trained...
47 min
183
ML Innovation in Healthcare with Suchi Saria - ...
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 learning and healthcare lab at Johns Hopkins...
44 min
184
Cross-Device AI Acceleration, Compilation & Exe...
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 bit of exploration around ML compilers, what...
39 min
185
The Future of Human-Machine Interaction with Da...
Today we continue our AI in Innovation series joined by Dan Bohus, senior principal researcher at Microsoft Research, and , a principal researcher at Microsoft Research. In this conversation, we use a pair of research projects, Maia Chess and...
46 min
186
Vector Quantization for NN Compression with Jul...
Today we’re joined by , 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 conversation focuses on her talk “What do Large-Scale Visual Search...
39 min
187
Deep Unsupervised Learning for Climate Informat...
Today we continue our CVPR 2021 coverage joined by Claire Monteleoni, an associate professor at the University of Colorado Boulder. We cover quite a bit of ground in our conversation with Claire, including her journey down the path from...
40 min
188
Skip-Convolutions for Efficient Video Processin...
Today we kick off our CVPR coverage joined by Amir Habibian, a senior staff engineer manager at Qualcomm Technologies. In our conversation with Amir, whose research primarily focuses on video perception, we discuss a few papers they presented at...
45 min
189
Advancing NLP with Project Debater w/ Noam Slon...
Today we’re joined by Noam Slonim, the principal investigator of Project Debater at IBM Research. In our conversation with Noam, we explore the history of Project Debater, the first AI system that can “debate” humans on complex topics. We...
49 min
190
Bringing AI Up to Speed with Autonomous Racing ...
Today we’re joined by Madhur Behl, an Assistant Professor in the department of computer science at the University of Virginia. In our conversation with Madhur, we explore the super interesting work he’s doing at the intersection of...
50 min
191
AI and Society: Past, Present and Future with E...
Today we continue our AI Innovation series joined by Microsoft’s Chief Scientific Officer, Eric Horvitz. In our conversation with Eric, we explore his tenure as AAAI president and his focus on the future of AI and its ethical...
51 min
192
Agile Applied AI Research with Parvez Ahammad -...
Today we’re joined by Parvez Ahammad, head of data science applied research at LinkedIn. In our conversation, Parvez shares his interesting take on organizing principles for his organization, starting with how data science teams are broadly...
41 min
193
Haptic Intelligence with Katherine J. Kuchenbec...
Today we’re joined Katherine J. Kuchenbecker, director at the Max Planck Institute for Intelligent Systems and of the haptic intelligence department. In our conversation, we explore Katherine’s research interests, which lie at the...
37 min
194
Data Science on AWS with Chris Fregly and Antje...
Today we continue our coverage of the AWS ML Summit joined by Chris Fregly, a principal developer advocate at AWS, and Antje Barth, a senior developer advocate at AWS. In our conversation with Chris and Antje, we explore their roles as community...
38 min
195
Accelerating Distributed AI Applications at Qua...
Today we’re joined by Ziad Asghar, vice president of product management for snapdragon technologies & roadmap at Qualcomm Technologies. We begin our conversation with Ziad exploring the symbiosis between 5G and AI and what is enabling...
37 min
196
Buy AND Build for Production Machine Learning w...
Today we’re joined by Nir Bar-Lev, co-founder and CEO of ClearML. In our conversation with Nir, we explore how his view of the wide vs deep machine learning platforms paradox has changed and evolved over time, how companies should think about...
41 min
197
Applied AI Research at AWS with Alex Smola - #487
Today we’re joined by Alex Smola, Vice President and Distinguished Scientist at AWS AI. We had the pleasure to catch up with Alex prior to the upcoming AWS Machine Learning Summit, and we covered a TON of ground in the conversation. We start by...
53 min
198
Causal Models in Practice at Lyft with Sean Tay...
Today we’re joined by Sean Taylor, Staff Data Scientist at Lyft Rideshare Labs. We cover a lot of ground with Sean, starting with his recent decision to step away from his previous role as the lab director to take a more hands-on role, and what...
39 min
199
Using AI to Map the Human Immune System w/ Jabr...
Today we’re joined by Jabran Zahid, a Senior Researcher at Microsoft Research. In our conversation with Jabran, we explore their recent endeavor into the complete mapping of which T-cells bind to which antigens through the Antigen Map Project. We...
39 min
200
Learning Long-Time Dependencies with RNNs w/ Ko...
Today we conclude our 2021 ICLR coverage joined by Konstantin Rusch, a PhD Student at ETH Zurich. In our conversation with Konstantin, we explore his recent papers, titled coRNN and uniCORNN respectively, which focus on a novel architecture of...
35 min