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Here are the slides from my talk at #NIPS2016 on machine learning & likelihood-free inference for particle physics
dx.doi.org/10.6084/m9.fig…
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Kyle Cranmer
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Kyle Cranmer
@KyleCranmer
Director Data Science Institute @UWMadison @datascience_uw. EiC @MLSTjournal. Physics, stats/ML/AI, open science. same handle @sigmoid.social and bsky
New York Katılım Haziran 2013
3.3K Takip Edilen17.5K Takipçiler
Kyle Cranmer retweetledi
The newest model in the Mamba series is finally here 🐍
Hybrid models have become increasingly popular, raising the importance of designing the next generation of linear models.
We've introduced several SSM-centric ideas to significantly increase Mamba-2's modeling capabilities without compromising on speed. The resulting Mamba-3 model has noticeable performance gains over the most popular previous linear models (such as Mamba-2 and Gated DeltaNet) at all sizes.
This is the first Mamba that was student led: all credit to @aakash_lahoti @kevinyli_ @_berlinchen @caitWW9, and of course @tri_dao!
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We’ve had a very positive reaction to RABBIT from our community. Shoutout to our lead developer @JasonLoCM
datascience@uw@datascience_uw
RABBIT uses AI-powered search tech to match faculty with industry and colleagues. DSI Director @KyleCranmer says RABBIT can help "find people even if you aren’t familiar with the technical terminology...that would be used in traditional keyword search." dailycardinal.com/article/2026/0…
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And at 4pm
datascience@uw@datascience_uw
AI has injected uncertainty in the job market. Join DSI and the Digital Scholarship Hub for Planning Your Career in the Age of AI, 3/17, 4-5 @WIDiscovery. Industry and @UWMadison panelists will discuss staying competitive in a changing career landscape. go.wisc.edu/ai-workforce
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Starting soon! Come join us
datascience@uw@datascience_uw
Join DSI and the Digital Scholarship Hub on 3/17, 2pm @WIDiscovery for Realities of the Labor Market: What the Data Tell Us. Lee Tucker, US Census Bureau, and Matt Kures, @UWMadisonExt, will highlight the impact of AI on the job market. go.wisc.edu/ai-workforce
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cc @santiviquez @KyleCranmer @VeerarajuE @maharshi365 @maharshi365 @attnisalluneed @pop_krisss @vo_d_p since some of you asked for it, hinted at it, or suggested it 😆
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I (finally) put together a new LLM Architecture Gallery that collects the architecture figures all in one place!
sebastianraschka.com/llm-architectu…
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Kyle Cranmer retweetledi
A small personal project inspired by @karpathy 's autoresearch: jasonlo.dev/projects/skill…
Instead of randomly adding Claude skills, the system continuously discovers, evaluates, and improves skills tailored to user needs.
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I had the pleasure of hearing a little about the concept for this challenge direct from Terry Tao a couple weeks ago… happy pi day!
SAIR@SAIRfoundation
Our co-founder Terence Tao is announcing SAIR Foundation's inaugural competition: the Mathematics Distillation Challenge. Co-organized by @damekdavis, Terence Tao, and SAIR Foundation. competition.sair.foundation/competitions/m…
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Kyle Cranmer retweetledi
To give some perspective, the entire US budget for math research funding is $250M per year (NSF DMS). Truly a legendary fundraise.
Axiom@axiommathai
Axiom launched six months ago with one conviction: mathematics is the right foundation for building systems that reason. Today we announce Axiom's Series A. We raised $200M at a $1.6B+ valuation, led by @MenloVentures, to extend our lead in formal mathematics into Verified AI.
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Michael Botts tells us about Proteus at
UW-Madison Great Lakes Bioenergy Research Center
energy.wisc.edu/news/autonomou…
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Matt Sinclair talks about simulating computer architectures from hardware through the application layer (GPUs to pytorch) with gem5
gem5.org
pages.cs.wisc.edu/~sinclair/
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.@kscottz kicks off Build, Create, Share:
Fostering Innovation and the Role of Open Source Hardware
indico.global/event/17245/ti…
ospo.wisc.edu
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I’m very excited about this event next week.
datascience@uw@datascience_uw
AI has injected uncertainty in the job market. Join DSI and the Digital Scholarship Hub for Planning Your Career in the Age of AI, 3/17, 4-5 @WIDiscovery. Industry and @UWMadison panelists will discuss staying competitive in a changing career landscape. go.wisc.edu/ai-workforce
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Kyle Cranmer retweetledi
Join DSI and the Digital Scholarship Hub on 3/17, 2pm @WIDiscovery for Realities of the Labor Market: What the Data Tell Us. Lee Tucker, US Census Bureau, and Matt Kures, @UWMadisonExt, will highlight the impact of AI on the job market. go.wisc.edu/ai-workforce
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Job alert: Data preservation for ALEPH data. I worked on ALEPH as a student, and as a junior faculty member analyzed archived ALEPH data to search for the Higgs.
jobs.smartrecruiters.com/CERN/744000111…
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Kyle Cranmer retweetledi
I started (and finished) vibe coding a new simulation code yesterday, implemented in a few thousand lines of Python.
All I can say is, wow. Claude, Gemini and Codex compressed weeks of research, implementation and experimentation into hours. 🚀
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