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Annabelle Michael Carrell

@annabelle_cs

Cambridge machine learning PhD student. Formerly Amazon, @JohnsHopkins. 🏳️‍🌈 she/her
Baltimore, MD Joined December 2017
637 Following 589 Followers 637 Posts

Latest posts 5

Annabelle Michael Carrell @annabelle_cs
So you want to skip our thinning proofs—but you’d still like our out-of-the-box attention speedups? I’ll be presenting the Thinformer in two ICML workshop posters tomorrow!

Catch me at Es-FoMo (1-2:30, East hall A) and at LCFM (10:45-11:30 & 3:30-4:30, West 202-204)
Your data is low-rank, so stop wasting compute! In our new paper on low-rank thinning, we share one weird trick to speed up Transformer inference, SGD training, and hypothesis testing at scale. Come by ICML poster W-1012 Tuesday at 4:30!
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Annabelle Michael Carrell @annabelle_cs
Your data is low-rank, so stop wasting compute! In our new paper on low-rank thinning, we share one weird trick to speed up Transformer inference, SGD training, and hypothesis testing at scale. Come by ICML poster W-1012 Tuesday at 4:30!
Ferenc Huszár Verified account @fhuszar Jul 14, 2025
At ICML this week?
Check out @annabelle_cs's paper in collaboration with @LesterMackey and colleagues on Low-Rank Thinning!

⏰ Tue 15 Jul 4:30 - 7 p.m. PDT

New theory, dataset compression, efficient attention and more: icml.cc/virtual/2025/p…
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