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Rose Yu

@yuqirose.bsky.social

Machine Learning Prof @UCSanDiego, #Physics-Guided #AI, MIT TR-35 Innovator. Website: roseyu.com

156 Followers  |  24 Following  |  7 Posts  |  Joined: 21.11.2024  |  1.5045

Latest posts by yuqirose.bsky.social on Bluesky

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Improving Deep Learning With a Little Help From Physics | Quanta Magazine Rose Yu has a plan for how to make AI better, faster and smarter — and it’s already yielding results.

Rose Yu (@yuqirose.bsky.social) has a plan for how to make AI better, faster and smarter — and it’s already yielding results. Steve Nadis reports: www.quantamagazine.org/improving-de...

23.04.2025 14:40 — 👍 30    🔁 8    💬 0    📌 0

Thank you David! It would be great to meet on campus sometime ;)

31.01.2025 05:58 — 👍 1    🔁 0    💬 0    📌 0

Thank you! Great to know that. I’ll take a look. About creativity I have been thinking about this. On one hand, generative models aim to max the training set likelihood, on the other hand, we want the samples to be out of distribution…any good pointers to resolve this dilemma?

31.01.2025 05:58 — 👍 0    🔁 0    💬 0    📌 0
NeurIPS Surya Ganguli: An analytic theory of creativity in convolutional diffusion modelsNeurIPS 2024

My #NeurIPS204 workshop keynote: "Analytic theory of creativity of convolutional diffusion models" now available: neurips.cc/virtual/2024...
It reports on work with @MasonKamb in this paper: arxiv.org/abs/2412.20292

24.01.2025 15:19 — 👍 29    🔁 3    💬 1    📌 0

Beautiful talk!!! It seems that this analysis can also extend to group convolutions? Another question is how to quantify creativity?

26.01.2025 03:48 — 👍 1    🔁 0    💬 1    📌 0

Hello there! We work on machine learning algorithms for epidemic forecasting and prevention!

26.01.2025 03:28 — 👍 3    🔁 0    💬 0    📌 0

Speaking of healthcare. Let's make @bsky.app the platform that fights misinformation. Some great follows are @drsusanoliver.bsky.social @jsm2334.bsky.social @therealtruther.bsky.social

Let's get them more followers and engagement than other platforms and let health science accounts find a home

25.01.2025 17:55 — 👍 75510    🔁 14210    💬 3687    📌 685

That is a good point! The main responsibility of AC is to facilitate discussions among reviewers. But without much at stake, reviewers don’t have a strong incentive to reach consensus.

26.01.2025 03:24 — 👍 0    🔁 0    💬 0    📌 0

That's an interesting perspective. What is the ideal effect that we want from such reviewer's discussion? Don't we want independent opinions from each reviewer?

12.01.2025 00:59 — 👍 0    🔁 0    💬 0    📌 0

Hello world, Bluesky! PhD hiring + Faculty hiring. It's going to be a busy season of 2025!

06.01.2025 01:48 — 👍 7    🔁 1    💬 1    📌 0

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