Bias Variance Dilemma for Humans and the Arm Farm
Talking Machines29 Kesä 2017

Bias Variance Dilemma for Humans and the Arm Farm

In episode four of season three Neil introduces us to the ideas behind the bias variance dilemma (and how how we can think about it in our daily lives). Plus, we answer a listener question about how to make sure your neural networks don't get fooled. Our guest for this episode is Jeff Dean, Google Senior Fellow in the Research Group, where he leads the Google Brain project. We talk about a closet full of robot arms (the arm farm!), image recognition for diabetic retinopathy, and equality in data and the community.

Fun Fact: Geoff Hinton’s distant relative invented the word tesseract. (How cool is that. Seriously.)

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Jaksot(110)

Gods and Robots

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9 Syys 202140min

Responsibility, Risk, and Publishing

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On this episode we feature an interview with Madhulika Shrikumar of the Partnership on AI about their recent work Managing Risk and Responsible PublicationSee omnystudio.com/listener for privacy infor...

19 Elo 202125min

ICML 2021: Test of Time(ly) Award

ICML 2021: Test of Time(ly) Award

Neil and Katherine chat about ICML and the timely award winner of this years test of time award! Bayesian Learning via Stochastic Gradient Langevin DynamicsSee omnystudio.com/listener for privacy info...

24 Heinä 202119min

Learning with Less, Invisible Labor and Combating Anti-Blackness

Learning with Less, Invisible Labor and Combating Anti-Blackness

Devin Guillory of UC Berkeley, is our guest on this episode. We talk about his love of robotics, working at the center of a new hype (learning with less labels) and his paper Combatting Anti-Blackness...

9 Heinä 202136min

Let's Reflect

Let's Reflect

We're not bringing you an episode this week. We're taking some time to think about the systems we take part in and how those perpetuate anti black racism and the effects of that on the work in this fi...

13 Kesä 202029s

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In this episode of Talking Machines we talk with Sella Nevo of Google Research about the Google Flood Forecasting Project, what they've been doing, and what is means to really move the needle on AI fo...

29 Touko 202039min

ICLR: accessible, inclusive, virtual

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In episode eight of season six we talk with Alexander Rush and Shakir Mohamed about their work on ICLR this year which was first to take place in Ethiopia and then became totally virtual! See omnystud...

14 Touko 202038min

Humans in the Loop and Outside of the Classroom

Humans in the Loop and Outside of the Classroom

In episode seven of season six we talk with Michael Littman about his work in reinforcement learning, on scientific communication, and in the classroom. See omnystudio.com/listener for privacy informa...

1 Touko 202038min

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