Associate Professor in Machine Learning at the University of Oxford,
Head of RainML Research Lab (https://t.co/uuBwQ2WdMN)robots.ox.ac.uk/~twgr/ Oxford, EnglandJoined November 2016
Apple and Oxford just made AI 6.5x better at problem-solving.
The secret: it teaches AI agents to ask perfect questions. This rockets success rates from 14% to 91%.
No need for fine-tuning or retraining. It runs on current models.
Here's how it works:
It's a strategic loop…
I have an opening for a 2-year postdoc in probabilistic machine learning and/or experimental design. The application deadline is the 3rd of September. See here for details and how to apply: tinyurl.com/rainmlpostdoc2…
I have an opening for a 2.5-year postdoc position in the RainML lab as part of my ERC grant on probabilistic machine learning and intelligent data acquisition. Application deadline 10th July 2024. See here for details and to apply: tinyurl.com/rainmlpostdoc
In-context learning can learn novel input-output relationships beyond what can be picked up from input context alone, but doesn't behave like conventional learning algorithm. Find out more at our ICLR poster #129 this afternoon. Paper: openreview.net/forum?id=YPIA7…, led by @janundnik
Are you at ICLR?
Have you heard that In-Context Learning in LLMs does not learn label relationships?
Well that's not true.
Visit our poster TODAY to find out how LLMs incorporate label information.
Spoiler: it's not Bayesian inference.
Poster #129, May 7, 4.30 pm
I will be presenting our work on "Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support" at AISTATS in Valencia tomorrow (details in thread below).
If you are interested in probabilistic programming, come and say hi at poster session 1!
I will be presenting our work on "Beyond Bayesian Model Averaging over Paths in Probabilistic Programs with Stochastic Support" at AISTATS in Valencia tomorrow (details in thread below).
If you are interested in probabilistic programming, come and say hi at poster session 1!
We construct neural processes by iteratively transforming a simple stochastic process into an expressive one, similar to flow/diffusion-based models, but in function space!
Join us at our #NeurIPS2023 poster session: neurips.cc/virtual/2023/p… on Wednesday morning!
32K Followers 673 FollowingVP Research, Google DeepMind, ex-head of Google Brain. Professor at University of Cambridge. Machine Learning Researcher. ex-Chief Scientist & VP of AI, Uber.
50K Followers 404 Following@AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.
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same handle @sigmoid.social and bsky
50K Followers 9K FollowingI lead @Cohere_Labs. Formerly Research @Google Brain @GoogleDeepmind. ML Efficiency at scale, LLMs, ML reliability. Changing spaces where breakthroughs happen.
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42K Followers 1K FollowingSecular Bayesian.
Professor of Machine Learning @Cambridge_CL. Talent aficionado at https://t.co/RbJkoLguey
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165K Followers 0 FollowingInvented principles of meta-learning (1987), GANs (1990), Transformers (1991), very deep learning (1991), etc. Our AI is used many billions of times every day.
42K Followers 866 FollowingFR/US/GB AI/ML Person, Director of Research at @GoogleDeepMind, Honorary Professor at @UCL_DARK, @ELLISforEurope Fellow. All posts are personal.
58K Followers 624 FollowingDistinguished Professor (Emeritus), Oregon State Univ.; Former President, Assoc. for the Adv. of Artificial Intelligence; Robust AI & Comput. Sustainability
32K Followers 673 FollowingVP Research, Google DeepMind, ex-head of Google Brain. Professor at University of Cambridge. Machine Learning Researcher. ex-Chief Scientist & VP of AI, Uber.
50K Followers 404 Following@AnthropicAI. Prev. @Google Brain/DeepMind, founding team @OpenAI. Computer scientist; inventor of the VAE, Adam optimizer, and other methods. ML PhD.
955K Followers 765 FollowingProfessor at NYU. Chief AI Scientist at Meta.
Researcher in AI, Machine Learning, Robotics, etc.
ACM Turing Award Laureate.
1K Followers 1K FollowingByteDance Seed @ByteDance_Seed | Senior Research Scientist working on LLMs | prev. @oxcsml @UniofOxford, @amazon, @apple, @bloomberg
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