Learning to Ponder: Memory in Deep Neural Networks with Andrea Banino - #528

Learning to Ponder: Memory in Deep Neural Networks with Andrea Banino - #528

Today we’re joined by Andrea Banino, a research scientist at DeepMind. In our conversation with Andrea, we explore his interest in artificial general intelligence by way of episodic memory, the relationship between memory and intelligence, the challenges of applying memory in the context of neural networks, and how to overcome problems of generalization. We also discuss his work on the PonderNet, a neural network that “budgets” its computational investment in solving a problem, according to the inherent complexity of the problem, the impetus and goals of this research, and how PonderNet connects to his memory research. The complete show notes for this episode can be found at twimlai.com/go/528.

Jaksot(781)

Trends in Machine Learning & Deep Learning with Zachary Lipton - #556

Trends in Machine Learning & Deep Learning with Zachary Lipton - #556

Today we continue our AI Rewind 2021 series joined by a friend of the show, assistant professor at Carnegie Mellon University, and AI Rewind veteran, Zack Lipton! In our conversation with Zack, we tou...

27 Tammi 20221h 8min

Solving the Cocktail Party Problem with Machine Learning, w/ ‪Jonathan Le Roux - #555

Solving the Cocktail Party Problem with Machine Learning, w/ ‪Jonathan Le Roux - #555

Today we’re joined by Jonathan Le Roux, a senior principal research scientist at Mitsubishi Electric Research Laboratories (MERL). At MERL, Jonathan and his team are focused on using machine learning ...

24 Tammi 202235min

Machine Learning for Earthquake Seismology with Karianne Bergen - #554

Machine Learning for Earthquake Seismology with Karianne Bergen - #554

Today we’re joined by Karianne Bergen, an assistant professor at Brown University. In our conversation with Karianne, we explore her work at the intersection of earthquake seismology and machine learn...

20 Tammi 202235min

The New DBfication of ML/AI with Arun Kumar - #553

The New DBfication of ML/AI with Arun Kumar - #553

Today we’re joined by Arun Kumarm, an associate professor at UC San Diego. We had the pleasure of catching up with Arun prior to the Workshop on Databases and AI at NeurIPS 2021, where he delivered th...

17 Tammi 202246min

Building Public Interest Technology with Meredith Broussard - #552

Building Public Interest Technology with Meredith Broussard - #552

Today we’re joined by Meredith Broussard, an associate professor at NYU & research director at the NYU Alliance for Public Interest Technology. Meredith was a keynote speaker at the recent NeurIPS con...

13 Tammi 202230min

A Universal Law of Robustness via Isoperimetry with Sebastien Bubeck - #551

A Universal Law of Robustness via Isoperimetry with Sebastien Bubeck - #551

Today we’re joined by Sebastian Bubeck a sr principal research manager at Microsoft, and author of the paper A Universal Law of Robustness via Isoperimetry, a NeurIPS 2021 Outstanding Paper Award reci...

10 Tammi 202239min

Trends in NLP with John Bohannon - #550

Trends in NLP with John Bohannon - #550

Today we’re joined by friend of the show John Bohannon, the director of science at Primer AI, to help us showcase all of the great achievements and accomplishments in NLP in 2021! In our conversation,...

6 Tammi 20221h 18min

Trends in Computer Vision with Georgia Gkioxari - #549

Trends in Computer Vision with Georgia Gkioxari - #549

Happy New Year! We’re excited to kick off 2022 joined by Georgia Gkioxari, a research scientist at Meta AI, to showcase the best advances in the field of computer vision over the past 12 months, and w...

3 Tammi 202258min

Suosittua kategoriassa Politiikka ja uutiset

uutiscast
aikalisa
politiikan-puskaradio
ootsa-kuullut-tasta-2
rss-ootsa-kuullut-tasta
tervo-halme
rss-podme-livebox
rss-vaalirankkurit-podcast
otetaan-yhdet
the-ulkopolitist
et-sa-noin-voi-sanoo-esittaa
rss-asiastudio
aihe
rikosmyytit
rss-merja-mahkan-rahat
rss-kaikki-uusiksi
rss-hyvaa-huomenta-bryssel
rss-vain-talouselamaa
rss-polikulaari-pitka-kiekko-ja-muut-ts-podcastit
rss-raha-talous-ja-politiikka