César Lincoln C. Mattos
@cesarlincoln.bsky.social
Professor at the Federal University of Ceará. Teleinformatic Engineer and Machine Learning Researcher.
Reposted by César Lincoln C. Mattos
Almost 5 years in the making... "Hyperparameter Optimization in Machine Learning" is finally out! 📘
We designed this monograph to be self-contained, covering: Grid, Random & Quasi-random search, Bayesian & Multi-fidelity optimization, Gradient-based methods, Meta-learning.
arxiv.org/abs/2410.22854
We designed this monograph to be self-contained, covering: Grid, Random & Quasi-random search, Bayesian & Multi-fidelity optimization, Gradient-based methods, Meta-learning.
arxiv.org/abs/2410.22854
December 17, 2025 at 9:54 AM
Almost 5 years in the making... "Hyperparameter Optimization in Machine Learning" is finally out! 📘
We designed this monograph to be self-contained, covering: Grid, Random & Quasi-random search, Bayesian & Multi-fidelity optimization, Gradient-based methods, Meta-learning.
arxiv.org/abs/2410.22854
We designed this monograph to be self-contained, covering: Grid, Random & Quasi-random search, Bayesian & Multi-fidelity optimization, Gradient-based methods, Meta-learning.
arxiv.org/abs/2410.22854
Reposted by César Lincoln C. Mattos
Beautiful keynote by @gaelvaroquaux.bsky.social at @euripsconf.bsky.social .
December 5, 2025 at 12:50 PM
Beautiful keynote by @gaelvaroquaux.bsky.social at @euripsconf.bsky.social .
Reposted by César Lincoln C. Mattos
trying this with GPT-5 and charting new frontiers in gaslighting
August 19, 2025 at 1:08 PM
trying this with GPT-5 and charting new frontiers in gaslighting
Reposted by César Lincoln C. Mattos
“Everybody in math and physics uses it.”
Nearly 35 years ago, Paul Ginsparg created arXiv, a digital repository for sharing research. It changed science for good.
Three decades in, Ginsparg reflects on its legacy—and its future.
Nearly 35 years ago, Paul Ginsparg created arXiv, a digital repository for sharing research. It changed science for good.
Three decades in, Ginsparg reflects on its legacy—and its future.
Inside arXiv—the Most Transformative Platform in All of Science
Modern science wouldn’t exist without the online research repository known as arXiv. Three decades in, its creator still can’t let it go.
wrd.cm
March 31, 2025 at 1:01 AM
“Everybody in math and physics uses it.”
Nearly 35 years ago, Paul Ginsparg created arXiv, a digital repository for sharing research. It changed science for good.
Three decades in, Ginsparg reflects on its legacy—and its future.
Nearly 35 years ago, Paul Ginsparg created arXiv, a digital repository for sharing research. It changed science for good.
Three decades in, Ginsparg reflects on its legacy—and its future.
Reposted by César Lincoln C. Mattos
*Please repost* @sjgreenwood.bsky.social and I just launched a new personalized feed (*please pin*) that we hope will become a "must use" for #academicsky. The feed shows posts about papers filtered by *your* follower network. It's become my default Bluesky experience bsky.app/profile/pape...
March 10, 2025 at 6:14 PM
*Please repost* @sjgreenwood.bsky.social and I just launched a new personalized feed (*please pin*) that we hope will become a "must use" for #academicsky. The feed shows posts about papers filtered by *your* follower network. It's become my default Bluesky experience bsky.app/profile/pape...
Reposted by César Lincoln C. Mattos
Unbelievable news.
Pancreatic is one of the deadliest cancers.
New paper shows personalized mRNA vaccines can induce durable T cells that attack pancreatic cancer, with 75% of patients cancer free at three years—far, far better than standard of care.
www.nature.com/articles/s41...
Pancreatic is one of the deadliest cancers.
New paper shows personalized mRNA vaccines can induce durable T cells that attack pancreatic cancer, with 75% of patients cancer free at three years—far, far better than standard of care.
www.nature.com/articles/s41...
February 27, 2025 at 5:03 PM
Unbelievable news.
Pancreatic is one of the deadliest cancers.
New paper shows personalized mRNA vaccines can induce durable T cells that attack pancreatic cancer, with 75% of patients cancer free at three years—far, far better than standard of care.
www.nature.com/articles/s41...
Pancreatic is one of the deadliest cancers.
New paper shows personalized mRNA vaccines can induce durable T cells that attack pancreatic cancer, with 75% of patients cancer free at three years—far, far better than standard of care.
www.nature.com/articles/s41...
Reposted by César Lincoln C. Mattos
Why 'I don’t know' is the true test for AGI—it’s a strictly harder problem than text generation!
This magnificent 62-page paper (arxiv.org/abs/2408.02357) formally proves AGI hallucinations are inevitable, with 50 pages (!!) of supplementary proofs.
This magnificent 62-page paper (arxiv.org/abs/2408.02357) formally proves AGI hallucinations are inevitable, with 50 pages (!!) of supplementary proofs.
February 26, 2025 at 8:48 PM
Why 'I don’t know' is the true test for AGI—it’s a strictly harder problem than text generation!
This magnificent 62-page paper (arxiv.org/abs/2408.02357) formally proves AGI hallucinations are inevitable, with 50 pages (!!) of supplementary proofs.
This magnificent 62-page paper (arxiv.org/abs/2408.02357) formally proves AGI hallucinations are inevitable, with 50 pages (!!) of supplementary proofs.
Reposted by César Lincoln C. Mattos
I’m teaching a grad course for the first time (a bit terrifying 😅) and I’ve decided to write a short blog post after each lecture, that will highlight a key takeaway from it and reflect on what can be improved.
First one ⬇️
First one ⬇️
February 21, 2025 at 1:10 PM
I’m teaching a grad course for the first time (a bit terrifying 😅) and I’ve decided to write a short blog post after each lecture, that will highlight a key takeaway from it and reflect on what can be improved.
First one ⬇️
First one ⬇️
Reposted by César Lincoln C. Mattos
I rarely dunk, but this is exactly why @mjcrockett.bsky.social and I write about /illusions/ of understanding in our paper about AI and knowledge production.
February 20, 2025 at 7:46 PM
I rarely dunk, but this is exactly why @mjcrockett.bsky.social and I write about /illusions/ of understanding in our paper about AI and knowledge production.
Reposted by César Lincoln C. Mattos
With so many people using these models this is a terrifying result
www.nature.com/articles/s41...
www.nature.com/articles/s41...
“Turning right”? An experimental study on the political value shift in large language models - Humanities and Social Sciences Communications
Humanities and Social Sciences Communications - “Turning right”? An experimental study on the political value shift in large language models
www.nature.com
February 15, 2025 at 11:44 AM
With so many people using these models this is a terrifying result
www.nature.com/articles/s41...
www.nature.com/articles/s41...
Reposted by César Lincoln C. Mattos
I'm very excited to share notes on Probabilistic AI that I have been writing with @arkrause.bsky.social 🥳
arxiv.org/pdf/2502.05244
These notes aim to give a graduate-level introduction to probabilistic ML + sequential decision-making.
I'm super glad to be able to share them with all of you now!
arxiv.org/pdf/2502.05244
These notes aim to give a graduate-level introduction to probabilistic ML + sequential decision-making.
I'm super glad to be able to share them with all of you now!
February 11, 2025 at 8:19 AM
I'm very excited to share notes on Probabilistic AI that I have been writing with @arkrause.bsky.social 🥳
arxiv.org/pdf/2502.05244
These notes aim to give a graduate-level introduction to probabilistic ML + sequential decision-making.
I'm super glad to be able to share them with all of you now!
arxiv.org/pdf/2502.05244
These notes aim to give a graduate-level introduction to probabilistic ML + sequential decision-making.
I'm super glad to be able to share them with all of you now!