Julio Neto

@nntaleb "horrible at grasping the consequences of their own actions" = Oedipus

Israelis have proved to be smart at technology & horrible at grasping the consequences of their own actions: They helped create Hezbollah by occupying S. Lebanon They helped create Hamas to counter the 2-state solution I let you assess the mistake they just made

@YiMaTweets Thank you!

The lecture slides and videos for the first six weeks of my new course are now posted on the open book website: ma-lab-berkeley.github.io/deep-represent…

@YiMaTweets @druv_pai @qu_1006 Were they recorded? Are they going to be available to watch? Thanks.

My colleagues @druv_pai @qu_1006 and I just gave a tutorial with a total of 12 lectures on Deep Representations of (Low-Dim) Data Distributions at IAISS 2025 in Italy. Now the slides of the 12 lectures are all shared at our open book website: ma-lab-berkeley.github.io/deep-represent… This can be viewed as an overview of the book (and its next version).

@eigensteve Yeap!

New Book & Video Series!!! (late 2025) Optimization Bootcamp: Applications in Machine Learning, Control, and Inverse Problems Comment for a sneak peak to help proofread and I'll DM (proof reading, typos, HW problems, all get acknowledgment in book!)

@caglar_ee Vidros are hidden, what happened?

Video lectures, CMU 10 301 / 10 601 Introduction to Machine Learning spring 2023, by Matt Gormley cs.cmu.edu/~mgormley/cour… youtube.com/playlist?list=…

@Radiology_AI @ISMRM @FelipeKitamura Dr kitamura, pode me enviar uma cópia desse artigo no privado? Obrigado

As AI in radiology transitions to #foundation models, dependence on expert annotations to prepare “AI-ready” datasets continues to evolve doi.org/10.1148/ryai.2… @ISMRM #ISMRM25 #MRI #radiology

@rationalexpec @__paleologo 2nd edition is about to published..

@__paleologo Vershynim's High-Dimensional Probability, has less than 10 years. Although is a sub area of probability theory is it definitely a reference.

Gathering information: can you recommend any new graduate-level textbook/comprehensive treatment published in the past 10 years that is worth including in a "canon" of standard references in the areas of: 1. optimization 2. microeconomic theory 3. probability theory 4. nonparametric statistics Please post in replies.

@keenanisalive @AvpElk @jon_barron @yao_nobond When can we can expect the video lectures for this? :)

@AvpElk @jon_barron @yao_nobond There is a direct link between “noising diffusion” (add Gaussian noise per pixel) and “heat diffusion” (Gaussian convolution). The former corresponds to an SDE (Brownian motion) whose expected behavior (via Feynman-Kac) describes the heat diffusion PDE: geometrycollective.github.io/monte-carlo/sl…

Very interesting how 4o image generation appears to be some sort of combination of multiscale and autoregressive. At first I thought it was generating a coarse image and then just filling in fine details, but the coarse image itself seems to change during generation (shown here)

@RealGeneKim Lightshot

Advice needed! What is your favorite screen capture tool for macOS? I loved Dropbox Capture, but it's been discontinued. I loved their video capture tool, too. I used to use Skitch, but it became so unreliable that I had to switch. I swear, screen and video capture is becoming one of my most used and valuable tools that I use every day —  What are y'all using that you love? Thank you! 🙏🙏

@fernandoulrich Rodando local responde tudo

Tenho visto muitas críticas sobre o DeepSeek porque ele não responde questões sensíveis ao regime do Partido Comunista da China. Isso não importa. O código fonte é aberto. Basta copiá-lo e modificar os parâmetros. Ao contrário do OpenAI — que deveria ser aberto mas é fechado —, o DeepSeek é aberto.

@gabrielpeyre Recorded?

Slides for a general introduction to mathematical tools in AI. speakerdeck.com/gpeyre/the-man…

@jedmaczan @SimonPrinceAI x.com/SimonPrinceAI/…

@SimonPrinceAI @jedmaczan There are lots of videos to record before writing the new edition ... ;)

@jedmaczan I'd definitely like to write another edition, but it will be a few years and only if it sells enough copies. In the meantime I'm writing blogs which are posted via the main book website (udlbook.com). Working on a series about neural tangent kernels right now...

@SimonPrinceAI @jgvfwstone Hi Simon, great book and resources... When the videos are coming? :)

Are you (or is someone you know) teaching AI / ML / Deep Learning this year? My forthcoming book (freely available at udlbook.com) will save you a lot of time. This thread will show you why.

@mariotelfig As aulas/vídeos estão disponíveis?

My favorite illustration of how geometric intuition fails miserably in high dimensions.

@trishankkarthik Compiler design in C from holub is for me the book.

@ChrisWTanner @jxmnop Are there any recorded videos?

@jxmnop my transformer lectures include a walk-through (akin to an animation) of the Q,K,V relations. Below is a screenshot, and here's one of the lectures, in case you find it useful: mit-6861.github.io/lectures/06_Tr…

class tonight. send me your most scrutable visualizations of Transformers

@stevenstrogatz New vídeos also :)? Thanks for the excellent book and videos!!!

The third edition of my textbook, Nonlinear Dynamics and Chaos, was published today. You can preview the first 68 pages on Google Books, or take a look at the preface below to see what's new. The main new thing is a chapter on the Kuramoto model! Hope you enjoy it.

@Rainmaker1973 Source : youtu.be/-xDncegzcW8?si…

All you need to know about electrical insulators twitter.com/Levandov_2/sta…

@Levandov_2 youtu.be/-xDncegzcW8?si…