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Episode 57: Neural networks with infinite layers
Episode 52
How are differential equations related to neural networks? What are the benefits of re-thinking neural network as a differential equation engine? In …
7 years ago
Episode 56: The graph network
Episode 51
Since the beginning of AI in the 1950s and until the 1980s, symbolic AI approaches have dominated the field. These approaches, also known as expert s…
7 years ago
Episode 55: Beyond deep learning
Episode 50
The successes that deep learning systems have achieved in the last decade in all kinds of domains are unquestionable. Self-driving cars, skin cancer …
7 years ago
Episode 54: Reproducible machine learning
Episode 49
In this episode I speak about how important reproducible machine learning pipelines are.
When you are collaborating with diverse teams, several task…
7 years, 1 month ago
Episode 53: Estimating uncertainty with neural networks
Episode 48
Have you ever wanted to get an estimate of the uncertainty of your neural network? Clearly Bayesian modelling provides a solid framework to estimate …
7 years, 3 months ago
Episode 52: why do machine learning models fail? [RB]
Episode 47
The success of a machine learning model depends on several factors and events. True generalization to data that the model has never seen before is mo…
7 years, 3 months ago
Episode 51: Decentralized machine learning in the data marketplace (part 2)
Episode 46
In this episode I am completing the explanation about the integration fitchain-oceanprotocol that allows secure on-premise compute to operate in the …
7 years, 3 months ago
Episode 50: Decentralized machine learning in the data marketplace
Episode 45
In this episode I briefly explain how two massive technologies have been merged in 2018 (work in progress :) - one providing secure machine learning …
7 years, 4 months ago
Episode 49: The promises of Artificial Intelligence
Episode 44
It's always good to put in perspective all the findings in AI, in order to clear some of the most common misunderstandings and promises.
In this epi…
7 years, 4 months ago
Episode 48: Coffee, Machine Learning and Blockchain
Episode 43
In this episode - which I advise to consume at night, in a quite place - I speak about private machine learning and blockchain, while I sip a cup of …
7 years, 6 months ago