machine learning Archives - Datascience at home podcast

Home » machine learning

December 28, 2019podcast
The dark side of AI: bias in the machine (Ep. 92)
This is the fourth and last episode of mini series "The dark side of AI". I am your host Francesco and I’m with Chiara Tonini from London. The title of today’s episode is Bias in the machine C: Francesco, today we are starting with an infuriating ...
December 3, 2019podcast
The dark side of AI: social media and the optimization of addiction
Chamath Palihapitiya, former Vice President of User Growth at Facebook, was giving a talk at Stanford University, when he said this: “I feel tremendous guilt. The short-term, dopamine-driven feedback loops that we have created are destroying how society ...
November 5, 2019podcast
Deep learning is easier when it is illustrated (with Jon Krohn) (Ep. 86)
In this episode I speak with Jon Krohn, author of Deeplearning Illustrated a book that makes deep learning easier to grasp. We also talk about some important guidelines to take into account whenever you implement a deep learning model, how to deal with ...
November 4, 2019podcast
How to generate very large images with GANs (Ep. 85)
Join the discussion on our Discord server In this episode I explain how a research group from the University of Lubeck dominated the curse of dimensionality for the generation of large medical images with GANs. The problem is not as trivial as it seems. ...
October 27, 2019podcast
More powerful deep learning with transformers (Ep. 84)
Some of the most powerful NLP models like BERT and GPT-2 have one thing in common: they all use the transformer architecture. Such architecture is built on top of another important concept already known to the community: self-attention.In this episode I ...
October 21, 2019podcast
Top 4 reasons why reinforcement learning sucks (Ep. 83)
We have seen agents playing Atari games or Alpha Go, doing financial trading and modeling natural language. After watching reinforcement learning agents doing great in some domains let me tell […]
October 18, 2019podcast
[RB] Replicating GPT-2, the most dangerous NLP model (with Aaron Gokaslan) (Ep. 79)
Join the discussion on our Discord server In this episode, I am with Aaron Gokaslan, computer vision researcher, AI Resident at Facebook AI Research. Aaron is the author of OpenGPT-2, a parallel NLP model to the most discussed version that OpenAI d...
October 1, 2019podcast
Attacking machine learning for fun and profit (with the authors of SecML) (Ep. 80)
Join the discussion on our Discord server As ML plays a more and more relevant role in many domains of everyday life, it’s quite obvious to see more and more attacks to ML systems. In this episode we talk about the most popular attacks against machine le...
September 23, 2019podcast
Replicating GPT-2, the most dangerous NLP model (with Aaron Gokaslan) (Ep. 79)
Join the discussion on our Discord server In this episode, I am with Aaron Gokaslan, computer vision researcher, AI Resident at Facebook AI Research. Aaron is the author of OpenGPT-2, a parallel NLP model to the most discussed version that OpenAI dec...
August 21, 2019podcast
How to cluster tabular data with Markov Clustering
In this episode I explain how a community detection algorithm known as Markov clustering can be constructed by combining simple concepts like random walks, graphs, similarity matrix. Moreover, I highlight how one can build a similarity graph and then run...