Join us at the FIMI workshop on Functional Inference and Machine Intelligence at Bristol Uni., 25-27 March! Features student poster sessions & travel awards for UK based early career researchers. More info soon! #FIMI2024 ismseminar.github.io/fimi2024/

Deep Learning: Foundations and Concepts by Chris Bishop and Hugh Bishop. bishopbook.com. Free e-book available.

State Space Models: A Modern Approach This is an interactive textbook on state space models (SSM) using the JAX Python library. probml.github.io/ssm-book/root.…

Must-read excellent books with 🆓 PDF available to download from the author/book web pages: 👉 franknielsen.github.io/Books/CuratedB…

amathr.org/prizes/aiprize/ The Association for Mathematic Research announces "Prize in the Mathematics of Artificial Intelligence". I'm in the selection committee. The goal is to inspire young people to work on the intersection of AI and maths. Nominations to [email protected]

Huge congratulations to John Hopfield and our founding director Geoffrey Hinton Geoffrey Hinton!

Apply now ⏰for the 3-months #CaCTüS #internship in Germany 🇩🇪 in summer 2025! 🌵 Research projects in #machinelearning, #robotics, theoretical #neuroscience, #behavioral experiments and #dataanalysis. 🧠🤖More info: cactus-internship.tuebingen.mpg.de #maxplanck

I will be at ICLR 2025 in Singapore next week. If you would like to meet and chat, please let me know. Potential topics of interest: query routing for LLMs, LLM's inference efficiency, kernel methods, hypothesis testing, etc.

👋 Attending #ICML2025 next week? Don't forget to check out work involving our researchers!

Today Chen Wu and I will be presenting our #ICML work on creativity in the Oral 3A Reasoning session (West Exhibition Hall C) 10 - 11 am PT Or please stop by our poster right after @ East Exhibition Hall A-B #E-2505 11am-1:30pm. (Hope you enjoy some silly human drawings!)

🏅 Very excited to share that my recent Google internship project on model cascading has received the 𝗕𝗲𝘀𝘁 𝗣𝗼𝘀𝘁𝗲𝗿 𝗔𝘄𝗮𝗿𝗱 at the 𝘛𝘛𝘖𝘋𝘓𝘦𝘳-𝘍𝘔 𝘞𝘰𝘳𝘬𝘴𝘩𝘰𝘱 @ 𝘐𝘊𝘔𝘓! Thanks a lot to the organizers for setting up this amazing workshop!

Appears to be a breakthrough result but no mention of Nagarajan (Vaishnavh Nagarajan ) and his insight into pitfalls of next token prediction. arxiv.org/abs/2508.08222

Speculative Cascades is a new approach for improving LLM efficiency that combines the best features of both cascades (where a small LLM precedes a larger LLM) and speculative decoding (which uses a drafter model verified by a target model). Read more at goo.gle/4ggKRWG

Interested in a #PhD in machine learning & theoretical neuroscience? Applications for 2026 entry to the Gatsby Unit PhD programme are now open! 💰 Fully-funded 4-year programme 🤝 Close links to SWC & UCL CSML ℹ️ ucl.ac.uk/life-sciences/…