Nuit Blanche: A Technical Blog @NuitBlog
Defeating the curse of dimensionality one algorithm at a time. 7M+ pageviews so far..Also the Advanced Matrix Factorization Jungle page https://t.co/dpQgesm8SY nuit-blanche.blogspot.com Paris, France Joined April 2019-
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It was not just a signal processing course. It was the compressive Sensing chapter!
It was not just a signal processing course. It was the compressive Sensing chapter!
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Nuit Blanche: A Technical Blog retweeted
It is with great sadness that the Simons Foundation announces the death of its co-founder and chair emeritus, James Harris Simons. Jim was an award-winning mathematician, a legendary investor and a generous philanthropist. simonsfoundation.org/2024/05/10/sim…
Nuit Blanche: A Technical Blog retweeted
Thrilled to share the recording from my Simons Foundation Presidential lecture given last Wednesday. What else than: Statistical Physics of Machine Learning :). youtu.be/TLHYwbrhGJc?si…
Nuit Blanche: A Technical Blog retweeted
📢 Our new work LESS leverages the observation that pretrained LLMs Attention has intrinsically sparse+lowrank structure. ☝️So at inference time, we can decompose KV Cache into constant sparse and RNN states (because lowrank attention is RNN). This also explains why the recent…
📢 Our new work LESS leverages the observation that pretrained LLMs Attention has intrinsically sparse+lowrank structure. ☝️So at inference time, we can decompose KV Cache into constant sparse and RNN states (because lowrank attention is RNN). This also explains why the recent…
Nuit Blanche: A Technical Blog retweeted
L1 regularization for sparse solutions - as usually taught - is actually terrible in practice! I’m always surprised how few people know this. To get good results, retrain with the sparsity pattern found from the initial L1 run, but without the regularizer. Works much better.
L1 regularization for sparse solutions - as usually taught - is actually terrible in practice! I’m always surprised how few people know this. To get good results, retrain with the sparsity pattern found from the initial L1 run, but without the regularizer. Works much better.
Any papers in compressive Sensing?
Nuit Blanche: A Technical Blog retweeted
🎉@LightOnIO introduces Mambaoutai 1.6B: A game-changer in AI! With the novel WSD learning rate scheduler & positional weighting, it sets new standards for efficiency & accuracy. Dive into the future of #AI_Language_Models with our latest blogpost➡️lighton.ai/fr/blog/blog-4…
Nuit Blanche: A Technical Blog retweeted
Widgerson: Turing
Woohoo, 10 million page views for Nuit Blanche. 😁
Nuit Blanche: A Technical Blog retweeted
People seem to think that Abe Wald's study on survivorship of WW2 planes amount to "shielding where there aren't holes". Zooming out from the question asked of him: the really efficient shielding was a slew of accompanying P51s. #MastersoftheAir
Nuit Blanche: A Technical Blog retweeted
Tao: Fields medal Donoho: Gauss prize Candès: MacArthur Genius Parisi: Nobel prize Talagrand: Abel prize Who am I missing?
Tao: Fields medal Donoho: Gauss prize Candès: MacArthur Genius Parisi: Nobel prize Talagrand: Abel prize Who am I missing?
Nuit Blanche: A Technical Blog retweeted
Michel Talagrand has been awarded the Abel Prize, one of the highest honors in mathematics, for applying tools from high-dimensional geometry to complex probability problems. @jordanacep reports: quantamagazine.org/michel-talagra…
Nuit Blanche: A Technical Blog retweeted
It used to be similar in Compressive Sensing with Nuit Blanche. I was really uneasy about it sometimes.
It used to be similar in Compressive Sensing with Nuit Blanche. I was really uneasy about it sometimes.
Nuit Blanche: A Technical Blog retweeted
Nick Higham's blog was a gold mine nhigham.com
Nick Higham's blog was a gold mine nhigham.com
Nuit Blanche: A Technical Blog retweeted
Come as you are! lighton.ai/jobs
Nuit Blanche: A Technical Blog retweeted
Come as you are! We have 🚀8 job openings 🚀 at @LightOnIO across various teams, technical and business. Join us into making Enterprise LLMs the only thing! Full remote OK for tech positions. lighton.ai/en/jobs
Nuit Blanche: A Technical Blog retweeted
We are excited as well! The meetup link is here: meetup.com/lighton-meetup…
We are excited as well! The meetup link is here: meetup.com/lighton-meetup…
Nuit Blanche: A Technical Blog retweeted
Come and join the discussion on long sequence generation of #LLMs (10am EDT). I'll talk about recent work on efficient LLM inference, e.g., H2O, StreamingLLM, Dejavu, from different perspectives: 1) Efficiency: reduce KVCache & weight IOs bottleneck 2) New ability: interesting…
Come and join the discussion on long sequence generation of #LLMs (10am EDT). I'll talk about recent work on efficient LLM inference, e.g., H2O, StreamingLLM, Dejavu, from different perspectives: 1) Efficiency: reduce KVCache & weight IOs bottleneck 2) New ability: interesting…
Nuit Blanche: A Technical Blog retweeted
Dictionary learning works! Using a "sparse autoencoder", we can extract features that represent purer concepts than neurons do. For example, turning ~500 neurons into ~4000 features uncovers things like DNA sequences, HTTP requests, and legal text. 📄transformer-circuits.pub/2023/monoseman…
Nuit Blanche: A Technical Blog retweeted
A day after David Donoho explains the acceleration of AI, the folks at @AnthropicAI come up with work showing that LLM encode knowledge in a compressive fashion. arxiv.org/abs/2310.00865
A day after David Donoho explains the acceleration of AI, the folks at @AnthropicAI come up with work showing that LLM encode knowledge in a compressive fashion. arxiv.org/abs/2310.00865 https://t.co/CpzBpLWpAs
Ulugbek S. Kamilov @ukmlv
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