Sara Hooker gives her opinion about other techniques like probabilistic models or explicit knowledge based models, and whether she thinks there will be a resurgence and if it will be valuable in the long term.

Machine Learning...

Sara Hooker explains why algorithmic bias is not a data collection problem and what are the implicit biases of the algorithms themselves.<br/>
Machine Learning Systems Design with Sara Hooker, Part 4

Are there more semantic reasons behind targeting compactness? Does Sara Hooker believe that deep neural networks are a solution in the long term?<br/>
Machine Learning Systems Design with Sara Hooker, Part 7

Learn how Sara Hooker balances pragmatic considerations and understanding the algorithms we use. How has she seen interpretability methods adapted and what work has she done with interpretability?

Machine Learning Systems Design...

Sara Hooker elaborates on the methods applied to saliency, interpretability methods in order to find the flaws in them.<br/>
Machine Learning Systems Design with Sara Hooker, Part 2

Does Sara Hooker think effective tools should look primarily at the data or the model itself?<br/>
Machine Learning Systems Design with Sara Hooker, Part 6

Is Sara Hooker concerned about the short term implications of ML models, AI in general or the risks of AGI (Artificial General Intelligence) and the skynet idea and it having drastic consequences for human survival?

Machine Learning...

Learn how we should look less at the data and make changes to the model themselves on a per bias basis.<br/>
Machine Learning Systems Design with Sara Hooker, Part 5

Learn of fundamental architectural constraints and the patterns that most models find important and how fundamentally different they are from the patterns a human would expect to be important.

Machine Learning Systems Design with...

It was the end of W.W.II, the beginning of J. D. Salinger’s literary career, and the golden age of tattoos for men in service. Watch as director Nick Hooker takes us through an animated look back at the 1940s. Still haven’t subscribed to...

Joseph Hooker was a great plant hunter, he helped shape the Royal Botanic Gardens, Kew into the botanical heart of the British Empire. In 1865 Joseph Hooker became the Garden's director. Support Kew's work by making a donation