UCL CSML @ELLISforEurope Unit regrouping @GatsbyUCL, @uclcs and @stats_UCL. We organise the @JumpTrading CSML Seminar Series.

Joined March 2012
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Meet DiffusionGemma! An experimental open model that explores a fast approach to text generation, released under an Apache 2.0 license. Moving beyond sequential, token-by-token processes to generate entire blocks of text simultaneously. Here’s what’s new with DiffusionGemma: 👇
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Final deadline reminder: applications to AAE close today. Join us at Gatsby for two days on adaptive experimentation, causal inference, bandits, RL, and sequential decision-making. Apply: aae-workshop.github.io/info/

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🚨 🧵 New paper: Finite-particle rates for drifting models. Drifting trains 1-step generators by moving model μ toward data ν with a conservative or non-conservative velocity field. Consider data on x-axis, model on the y-axis. These 2 fields yield 2 different motions. 1/7
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Your drifting model is secretly a fixed point for the Wasserstein gradient flow on... ...the KL? ...an approximation to the Sinkhorn? ...Is it even a Wasserstein gradient flow at all? arxiv.org/abs/2605.05118 @liwenliang @agalashov @JamesTThorn @ValentinDeBort1 @ArnaudDoucet1
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Next Wednesday (May 13) at 12:30 pm we’re excited to have Long Tran-Thanh (Warwick) present his work on “Pruning at initialization through the lens of graphon limits”. The seminar will be streamed live at ucl.zoom.us/j/99748820264.
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UCL CSML retweeted
Come spend 2 days in adaptive experimentation, causal inference, & online learning at @ucl this June. Co-organised by @uclcsml, it brings together researchers across theory, methodology, & applications. 📍 London 🇬🇧 📅 18-19 June ⏰ Apply by 28 May 🔗 bit.ly/4wbHrMJ
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This Wednesday (May 6th) 12:30 pm, we are excited to have Ben Dai (CUHK) present his work on “RankSEG: A consistent ranking-based framework for segmentation”. The seminar will be streamed at ucl.zoom.us/j/99748820264. Please note the event is online only.
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🚀 Excited to announce the Advances in Adaptive Experimentation (AAE) Workshop! 📅 June 18–19 🔗 aae-workshop.github.io/info/ Join us at @GatsbyUCL in London for two days at the frontier of causal inference 🧩, adaptive experiments 🔁, and bandits/RL 🤖!
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Looking forward to this!
Excited to share our ICML 2026 Hypothesis Testing Workshop in Seoul, this July! @icmlconf 🎉This workshop aims to bring together researchers developing modern hypothesis testing methodology and applying it to machine learning problems such as robustness, distribution shift, security, medicine, and LLM evaluation. In other words, if you care about how we make ML claims rigorous, this workshop is for you. We now have four confirmed speakers: Arthur Gretton @ArthurGretton, Yao Xie @yaoxie21851119, Bo Li @uiuc_aisecure, and Yisong Yue @yisongyue. The organizing team includes Xiuyuan Cheng (Duke), Feng Liu @AlexFengLiu1, Lester Mackey @LesterMackey, Shayak Sen @shayaksen, Danica J. Sutherland @d_j_sutherland, and Nathaniel Xu (UBC). 📌 Submission deadline: 10 May 2026 📌 Notification: 26 May 2026 📌 Camera-ready: 17 June 2026 📌 Workshop date: July 10 or 11, 2026 (TBA) 🚩Check more information below! 🔗Website: testing.ml 🔗Submission Portal: openreview.net/group?id=ICML… We’re also recruiting PC members/reviewers. 🔗 Reviewer interest form: docs.google.com/forms/d/e/1F… 🏁Please feel free to share this with colleagues, collaborators, and students who may be interested. #ICML #ICML26
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We released "The Newton--Muon Optimizer" . We show that Muon is secretly an implicit Newton method, and use this insight to build a better one. 1/n Paper: arxiv.org/abs/2604.01472
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This Wedneday (Mar 18th) 12:30 pm, we’re excited to have Tatiana Shavrina (FAIR Meta) present her work on 'Advancing Scientific Research with AI Research Agents'. The seminar will be streamed live at ucl.zoom.us/j/99748820264.
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Check out this amazing event organised from UCL ELLIS co-director @fx_briol and his team!
The UCL IMSS Annual Lecture will take place on the 27th April with a keynote from @LesterMackey. The theme is 'Computational Statistics and Machine Learning', and we will have talks from Alessandro Barp, Paula Cordero Encinar & Po-Ling Loh. imss2026.github.io @stats_UCL
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Our next seminar will take place this Wednesday on Jan 14th at 12:30 pm GMT in the Sainsbury Wellcome Centre. Michael Dennis (Google Deepmind) will present his work on “Open-Ended Discovery via Settler-Solver Games”. It will also be streamed live at ucl.zoom.us/j/99748820264
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9 Dec 2025
The next seminar is tomorrow (Dec 10th) at 12:30 UK time. Louis Sharrock (UCL) will present on “Tuning-free sampling via optimization on the space of probability measures”. It will be streamed on Zoom at ucl.zoom.us/j/99748820264.
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1 Dec 2025
We’d also like to draw your attention to the post NeurIPS event hosted at UCL AI center on Wednesday 10th December 2025, from 2:30 pm onwards. The registration link is eventbrite.co.uk/e/post-neur….
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1 Dec 2025
The next seminar is Wednesday (Dec 1) and starts at 12:50 pm (note the unusual starting time). Yanbo Tang from Imperial College London will speak about his recent work on “Stochastic Error Analysis of Numerical Integration in High Dimensions”.
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25 Nov 2025
The next seminar is Wednesday (Nov 26) and starts at 12:30pm UK time! Fanghui Liu from University of Warwick is going to talk about “Generalization under suitable model capacities in modern machine learning”! ucl.zoom.us/j/99748820264 ucl-ellis.github.io/jt_csml_…
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17 Nov 2025
The next seminar is Wednesday (Nov 17) and starts at 12:30pm UK time! David Siska from University of Edinburgh is going to talk about “Convergence for policy gradient methods for reinforcement learning”! ucl.zoom.us/j/99748820264 ucl-ellis.github.io/jt_csml_…
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