Machine Learning: A New Approach to Drug Discovery with Daphne Koller - #332

Machine Learning: A New Approach to Drug Discovery with Daphne Koller - #332

Today we’re joined by Daphne Koller, co-Founder and former co-CEO of Coursera and Founder and CEO of Insitro. In our conversation, discuss the current landscape of pharmaceutical drugs and drug discovery, including the current pricing of drugs, and an overview of Insitro’s goal of using ML as a “compass” in drug discovery. We also explore how Insitro functions as a company, their focus on the biology of drug discovery and the landscape of ML techniques being used, Daphne’s thoughts on AutoML, and

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Engineering a Less Artificial Intelligence with Andreas Tolias - #379

Engineering a Less Artificial Intelligence with Andreas Tolias - #379

Today we’re joined by Andreas Tolias, Professor of Neuroscience at Baylor College of Medicine. We caught up with Andreas to discuss his recent perspective piece, “Engineering a Less Artificial Intell...

28 Maj 202046min

Rethinking Model Size: Train Large, Then Compress with Joseph Gonzalez - #378

Rethinking Model Size: Train Large, Then Compress with Joseph Gonzalez - #378

Today we’re joined by Joseph Gonzalez, Assistant Professor in the EECS department at UC Berkeley. In our conversation, we explore Joseph’s paper “Train Large, Then Compress: Rethinking Model Size fo...

25 Maj 202052min

The Physics of Data with Alpha Lee - #377

The Physics of Data with Alpha Lee - #377

Today we’re joined by Alpha Lee, Winton Advanced Fellow in the Department of Physics at the University of Cambridge. Our conversation centers around Alpha’s research which can be broken down into thre...

21 Maj 202033min

Is Linguistics Missing from NLP Research? w/ Emily M. Bender - #376 🦜

Is Linguistics Missing from NLP Research? w/ Emily M. Bender - #376 🦜

Today we’re joined by Emily M. Bender, Professor of Linguistics at the University of Washington. Our discussion covers a lot of ground, but centers on the question, "Is Linguistics Missing from NLP ...

18 Maj 202052min

Disrupting DeepFakes: Adversarial Attacks Against Conditional Image Translation Networks with Nataniel Ruiz - #375

Disrupting DeepFakes: Adversarial Attacks Against Conditional Image Translation Networks with Nataniel Ruiz - #375

Today we’re joined by Nataniel Ruiz, a PhD Student at Boston University. We caught up with Nataniel to discuss his paper “Disrupting DeepFakes: Adversarial Attacks Against Conditional Image Translat...

14 Maj 202042min

Understanding the COVID-19 Data Quality Problem with Sherri Rose - #374

Understanding the COVID-19 Data Quality Problem with Sherri Rose - #374

Today we’re joined by Sherri Rose, Associate Professor at Harvard Medical School. We cover a lot of ground in our conversation, including the intersection of her research with the current COVID-19 pan...

11 Maj 202044min

The Whys and Hows of Managing Machine Learning Artifacts with Lukas Biewald - #373

The Whys and Hows of Managing Machine Learning Artifacts with Lukas Biewald - #373

Today we’re joined by Lukas Biewald, founder and CEO of Weights & Biases, to discuss their new tool Artifacts, an end to end pipeline tracker. In our conversation, we explore Artifacts’ place in the b...

7 Maj 202054min

Language Modeling and Protein Generation at Salesforce with Richard Socher - #372

Language Modeling and Protein Generation at Salesforce with Richard Socher - #372

Today we’re joined Richard Socher, Chief Scientist and Executive VP at Salesforce. Richard and his team have published quite a few great projects lately, including CTRL: A Conditional Transformer Lang...

4 Maj 202042min

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