Pierre Glaser

@PierreGlaser

ML PhD Student in the UCL Gatsby Unit working on kernel methods and generative models.

London pierreglaser.github.io Joined August 2017

845 Following 357 Followers 135 Posts

Latest posts 5

Pierre Glaser @PierreGlaser Jul 25, 2024

Happening now (11:30am-1pm)! Come chat with us at booth no. 1800 ⚙️

Pierre Glaser @PierreGlaser Jul 24, 2024

Given the energy spent improving predictive protein sequence models, can we find out how close they are to the ground truth? Log-likelihoods and RMSEs are no good for this, and can only be used for model comparison. (Deep) Kernel Methods to the rescue! (ICML 2024 Poster)

1/n

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Pierre Glaser @PierreGlaser Jul 24, 2024

Given the energy spent improving predictive protein sequence models, can we find out how close they are to the ground truth? Log-likelihoods and RMSEs are no good for this, and can only be used for model comparison. (Deep) Kernel Methods to the rescue! (ICML 2024 Poster)

1/n

Pierre Glaser @PierreGlaser Aug 23, 2023

vmap-able distributions just dropped on numpyro 0.13! A (not so short) thread on what that means :D (1/11)

A code snippet showcasing vectorizing a function over a single attribute of a numpyro distribution.

Pyro @PyroAi Aug 23, 2023

NumPyro 0.13.0 is released with several enhancements and bug fixes. Pytree Distribution has a new design that makes it work under jax.vmap, thanks to @PierreGlaser. github.com/pyro-ppl/numpy…
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Pierre Glaser @PierreGlaser Aug 9, 2023

New work alert: Fast calibration tests for unnormalized models, presented #UAI2023 last week! A thread:

Pierre Glaser @PierreGlaser Dec 10, 2021

If you're interested, please come chat with us about our #NeurIPS2021 work on relaxing the KL gradient flow with @MichaelArbel and @ArthurGretton during today's poster session (8:30am PST)!

neurips.cc/virtual/2021/p…