Head of Data Science and AI. Passionate about maths, science & data. Currently @voestalpine, previously @cambridge_uni @oeaw @univienna @tuvienna (he/him, 🇪🇺)
To recap: use these 5 steps to debug your neural net successfully.
• Remove fluff
• Make everything deterministic
• Overfit
• Log & visualize everything
• Add complexity slowly
What do you do to debug neural nets?
In a CV that I recently received the candidate claimed to be able to fit a salted pretzel stick in their mouth (crosswise).
That's quite a dangerous claim, given the existence of super-size pretzel sticks.
The government wants us to believe the causes of the market turmoil of the past week – including the biggest falls in the price of UK government bonds on record - are global, caused by Vladimir Putin, rather than its ‘mini’ budget. Is that credible?
More then ten years later it would be a great time for the @NewYorker to pivot and draw a cartoon that involves:
"inflection point" or "is a function of"
Listen to this inspiring interview with the knowledgeable @carlbass!
Twitter doesn't allow me enough characters to summarise all the interesting stories and lessons learnt.
https://t.co/iseLvZ0htl
Carl Bass (former CEO of Autodesk) on innovation.
It's the process by which we change the world - it's about making things better."
It requires taking chances, it's about taking risks, and it's about breaking the rules.
https://t.co/irskWHWErM
Just finished listening to the @guyraz Wisdom From The Top podcast featuring @carlbass and his time at @autodesk. Fascinating to hear him tell his story and share his perspectives on leadership. https://t.co/OIHNiNs1mp
Prof Karen Willcox on Digital Twins.
Applications in personalised diagnostics and treatment, space and aircraft engineering, climate modeling, and many more.
Powered by maths, stats, engineering, and science.
https://t.co/InrMqRqT87
Great advice by Shallye Archambeau on Wisdom From the Top with @guyraz
"Own your career!"
Decide what you want to do, what to learn, what experiences you want to have.
Then figure out a plan to make it happen and intentionally execute it."
https://t.co/Laii9DSeQF
Diffusion models like #DALLE and #StableDiffusion are state of the art for image generation, yet our understanding of them is in its infancy. This thread introduces the basics of how diffusion models work, how we understand them, and why I think this understanding is broken.🧵