Deep Learning Sessions Portugal @DeepLearningPT
🚀🇵🇹 A Community dedicated to Deep Learning in Portugal! 🚀🇵🇹 deeplearningpt.github.io Lisbon, Portugal Joined October 2020-
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That is exactly what the philosopher Gilbert Simondon addressed in 1958. Culture in general has always been defined as a defense mechanism against technology. Take the English Luddite movement for example. I wrote about it here: blog.christianperone.com/2025/01/notes-… for those interested.
That is exactly what the philosopher Gilbert Simondon addressed in 1958. Culture in general has always been defined as a defense mechanism against technology. Take the English Luddite movement for example. I wrote about it here: blog.christianperone.com/2025/01/notes-… for those interested.
I've seen impressive recent results from hybrid Mamba-Transformer architectures, which show significant progress compared to earlier efforts. These hybrid models excel at handling long-context inputs and enable higher throughput. Generally, there are two effective approaches to…
It's looking like all the open problems I have thought about in the last 10 years are now solved (or in some cases on the verge of being solved)? Latest case in point this beautiful new paper: arxiv.org/abs/2411.18614 . I'm glad we (humans) got all this results just in time!
The original RL algorithms, inspired by natural learning, were online and incremental—they were streaming in the sense that they learned from each increment of experience as it happened, then discarded it, never to be processed again. The streaming algorithms were simple and…
The original RL algorithms, inspired by natural learning, were online and incremental—they were streaming in the sense that they learned from each increment of experience as it happened, then discarded it, never to be processed again. The streaming algorithms were simple and…
Few thoughts after having finally written my @iclr_conf rebuttal post endless procrastination: 1. Many reviewers are "LLM-age" reviewers, who probably started research post the dawn of powerful LLMs. Even though your paper is more towards theory or maybe the 1st of its kind…
The fact that Machine Learning is now basically an intersection of many fields such as calculus, linear algebra, probability, statistics, etc, makes a fertile ground for notational nightmares with the highest level of symbol overloading you will ever find 😅
here's my proposal: accept 100% of learning theory submissions. this will barely move the overall acceptance rate but raise the quality of the accepted papers immensely
here's my proposal: accept 100% of learning theory submissions. this will barely move the overall acceptance rate but raise the quality of the accepted papers immensely
Suddenly upset that for every piece of content I come across I can't immediately check in with my AI book club to see what they think about it.
@wellingmax just to play devils advocate, id argue that weve not scratced the surface yet on actually utilizing the avaliable data, and that the scaling laws only hold under certain conditions, and may represent a local minima as an artifact of a particular kind of training heuristic, though…
I am super impressed with recent progress in AI. But can we extrapolate that AGI is around the corner? Remember that scaling laws are polynomial with a coefficient < 1 at best, and we have almost exhausted the reliable data sources available. Not 100% sure but interesting times!
arXiv -> alphaXiv Students at Stanford have built alphaXiv, an open discussion forum for arXiv papers. @askalphaxiv You can post questions and comments directly on top of any arXiv paper by changing arXiv to alphaXiv in any URL!
There was a super impressive AI competition that happened last week that many people missed in the noise of AI world. I happen to know several participants so let me tell you a bit of this story as a Sunday morning coffee time. You probably know the Millennium Prize Problems…
I was thrilled to learn about this best paper award announced today in COLT 2024, the premier learning theory venue. The paper is "Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension" authored by students Gautam Chandrasekaran, Konstantinos Stavropoulos, IFML…
You should probably stop whatever you're doing and watch this right now, because it's amazing. youtube.com/watch?v=TtVJ4J…
How not to use t-SNE, in a single tweet:
Is AI a power tool to help humanity fight the Climate Change crisis? If you want to know the answer to this questions there is no better place than Climate Change AI's Summer School starting next week on the 20th June. Don't miss this opportunity! #climatechangeai
Is AI a power tool to help humanity fight the Climate Change crisis? If you want to know the answer to this questions there is no better place than Climate Change AI's Summer School starting next week on the 20th June. Don't miss this opportunity! #climatechangeai
Less than 2️⃣ weeks until the @ClimateChangeAI Virtual Summer School 2024! Don’t miss this opportunity to learn about the intersection of AI & climate action from our experts. Full content schedule and registration link below! 👇 climatechange.ai/events/summer_…

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Miquel Anglada-Girott... @m1quelag
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patrícia alves-olive... @p_alvesoliveira
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