Jack H. Collins
Hi! I’m a theoretical particle physicist at SLAC National Accelerator Laboratory, Stanford University, mainly interested in interpeting the data from the Large Hadron Collider (LHC) in terms of its implications for possible new particles and forces beyond the Standard Model. I am also fascinated by Machine Learning, and I’ve spent the largest fraction of my time in the past few years investigating how it can be used to better interpret LHC data and possibly to find new physics. I’ve recently been particularly obsessed with Variational Autoencoders and information bottlenecks in general, and the way in which they can generate interesting learnt representations of their training data.
I spend my free time folding.
latest posts
May 27, 2024 | Thermodynamics of a VAE |
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May 14, 2024 | Google Gemini updates: Flash 1.5, Gemma 2 and Project Astra |
May 01, 2024 | a post with tabs |