Robohub.org
Talking Machines: Bias variance dilemma for humans and the arm farm, with Jeff Dean
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.)
If you enjoyed this episode, you may also want to listen to:
- Talking Machines: Overfitting and asking ecological questions, with Tom Dietterich
- Talking Machines: Restricted Boltzmann Machines, with Eric Lander
- Talking Machines: Automatic Translation and t-SNE, with Hal Daume
- Talking Machines: Generative art and Hamiltonian Monte Carlo, with Doug Eck
- Talking Machines: Machine learning and the Flint water crisis, with Jake Abernethy
- Talking Machines: Gaussian processes and OpenAI, with IIya Sutskever
See all the latest robotics news on Robohub, or sign up for our weekly newsletter.
tags: c-Research-Innovation, Google, machine learning, Talking Machines
Talking Machines
is your window into the world of machine learning.
Talking Machines
is your window into the world of machine learning.
Related posts :
Generations in Dialogue: Embodied AI, robotics, perception, and action with Professor Roberto Martín-Martín
Catch the latest podcast in the new series from AAAI.
Robot Talk Episode 136 – Making driverless vehicles smarter, with Shimon Whiteson
Robot Talk
05 Dec 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Shimon Whiteson from Waymo about machine learning for autonomous vehicles.
Teaching robot policies without new demonstrations: interview with Jiahui Zhang and Jesse Zhang
Lucy Smith
04 Dec 2025
Hear from authors of work presented at CoRL 2025.
Why companies don’t share AV crash data – and how they could
Cornell University
01 Dec 2025
Researchers have created a roadmap outlining the barriers and opportunities to encourage AV companies to share the data to make AVs safer.
Robot Talk Episode 135 – Robot anatomy and design, with Chapa Sirithunge
Robot Talk
28 Nov 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Chapa Sirithunge from University of Cambridge about what robots can teach us about human anatomy, and vice versa.
Learning robust controllers that work across many partially observable environments
Maris Galesloot
27 Nov 2025
Exploring designing controllers that perform reliably even when the environment may not be precisely known.
Human-robot interaction design retreat
Lucy Smith
25 Nov 2025
Find out more about an event exploring design for human-robot interaction.
Robot Talk Episode 134 – Robotics as a hobby, with Kevin McAleer
Robot Talk
21 Nov 2025
In the latest episode of the Robot Talk podcast, Claire chatted to Kevin McAleer from kevsrobots about how to get started building robots at home.
