Data Skeptic

Data Skeptic

The Data Skeptic Podcast features interviews and discussion of topics related to data science, statistics, machine learning, artificial intelligence and the like, all from the perspective of applying critical thinking and the scientific method to evaluate the veracity of claims and efficacy of approaches.

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Episoder(605)

Robustness to Unforeseen Adversarial Attacks

Robustness to Unforeseen Adversarial Attacks

Daniel Kang joins us to discuss the paper Testing Robustness Against Unforeseen Adversaries.

30 Mai 202021min

Estimating the Size of Language Acquisition

Estimating the Size of Language Acquisition

Frank Mollica joins us to discuss the paper Humans store about 1.5 megabytes of information during language acquisition

22 Mai 202025min

Interpretable AI in Healthcare

Interpretable AI in Healthcare

Jayaraman Thiagarajan joins us to discuss the recent paper Calibrating Healthcare AI: Towards Reliable and Interpretable Deep Predictive Models.

15 Mai 202035min

Understanding Neural Networks

Understanding Neural Networks

What does it mean to understand a neural network? That's the question posted on this arXiv paper. Kyle speaks with Tim Lillicrap about this and several other big questions.

8 Mai 202034min

Self-Explaining AI

Self-Explaining AI

Dan Elton joins us to discuss self-explaining AI. What could be better than an interpretable model? How about a model wich explains itself in a conversational way, engaging in a back and forth with th...

2 Mai 202032min

Plastic Bag Bans

Plastic Bag Bans

Becca Taylor joins us to discuss her work studying the impact of plastic bag bans as published in Bag Leakage: The Effect of Disposable Carryout Bag Regulations on Unregulated Bags from the Journal of...

24 Apr 202034min

Self Driving Cars and Pedestrians

Self Driving Cars and Pedestrians

We are joined by Arash Kalatian to discuss Decoding pedestrian and automated vehicle interactions using immersive virtual reality and interpretable deep learning.

18 Apr 202030min

Computer Vision is Not Perfect

Computer Vision is Not Perfect

Computer Vision is not Perfect Julia Evans joins us help answer the question why do neural networks think a panda is a vulture. Kyle talks to Julia about her hands-on work fooling neural networks. Jul...

10 Apr 202026min

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