Kleyton da Costa
@kleytondacosta.bsky.social
AI Engineer @ Holistic AI
Reposted by Kleyton da Costa
python_dependency: Python Dependency Network.
Python's package dependency networks.
58743 nodes, 108399 edges.
https://networks.skewed.de/net/python_dependency
Ridiculogram:
Python's package dependency networks.
58743 nodes, 108399 edges.
https://networks.skewed.de/net/python_dependency
Ridiculogram:
September 6, 2025 at 5:00 PM
python_dependency: Python Dependency Network.
Python's package dependency networks.
58743 nodes, 108399 edges.
https://networks.skewed.de/net/python_dependency
Ridiculogram:
Python's package dependency networks.
58743 nodes, 108399 edges.
https://networks.skewed.de/net/python_dependency
Ridiculogram:
Reposted by Kleyton da Costa
🚨 New paper on ArXiv:
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
March 12, 2025 at 11:57 AM
🚨 New paper on ArXiv:
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
“Uncertainty quantification and posterior sampling for network reconstruction”
TL;DR; We present an efficient method to sample the entire ensemble of possible network reconstructions that are compatible with an indirect observation, e.g. a dynamics.
Short thread: 1/N
Reposted by Kleyton da Costa
📣 With just a few days to go before the start of Khipu 2025, we have some excellent news to announce: both the main hall activities and the closing event on Friday will be streamed live on this channel: khipu.ai/live/.
We can't wait to share Khipu 2025 with you!
We can't wait to share Khipu 2025 with you!
March 6, 2025 at 10:41 AM
📣 With just a few days to go before the start of Khipu 2025, we have some excellent news to announce: both the main hall activities and the closing event on Friday will be streamed live on this channel: khipu.ai/live/.
We can't wait to share Khipu 2025 with you!
We can't wait to share Khipu 2025 with you!
Prohibited AI Practices Under the EU AI Act | Emre Kazim, Co-Founder & Co-CEO of Holistic AI
youtu.be/biPTiZS3WaE?...
youtu.be/biPTiZS3WaE?...
Prohibited AI Practices Under the EU AI Act | Emre Kazim, Co-Founder & Co-CEO of Holistic AI
YouTube video by Holistic AI
youtu.be
January 28, 2025 at 4:56 PM
Prohibited AI Practices Under the EU AI Act | Emre Kazim, Co-Founder & Co-CEO of Holistic AI
youtu.be/biPTiZS3WaE?...
youtu.be/biPTiZS3WaE?...
A great benchmark for AI Fairness tools!
"Fighting Fraud Fairly: Upgrade Your AI Toolkit: A practical approach to address bias in AI systems" by César Ortega Quintero
towardsdatascience.com/fighting-fra...
"Fighting Fraud Fairly: Upgrade Your AI Toolkit: A practical approach to address bias in AI systems" by César Ortega Quintero
towardsdatascience.com/fighting-fra...
Fighting Fraud Fairly: Upgrade Your AI Toolkit 🧰
A practical approach to address bias in AI systems
towardsdatascience.com
January 22, 2025 at 3:46 PM
A great benchmark for AI Fairness tools!
"Fighting Fraud Fairly: Upgrade Your AI Toolkit: A practical approach to address bias in AI systems" by César Ortega Quintero
towardsdatascience.com/fighting-fra...
"Fighting Fraud Fairly: Upgrade Your AI Toolkit: A practical approach to address bias in AI systems" by César Ortega Quintero
towardsdatascience.com/fighting-fra...
Reposted by Kleyton da Costa
Today is a really(!) good day to make sure all your friends know there's no need to keep holding onto the old place 🐦
Are they worried about losing @altmetric.com impact? They've got you covered now.
Not only that, Bluesky is notably better!
https://buff.ly/4hhUS61
Are they worried about losing @altmetric.com impact? They've got you covered now.
Not only that, Bluesky is notably better!
https://buff.ly/4hhUS61
January 21, 2025 at 9:33 AM
Today is a really(!) good day to make sure all your friends know there's no need to keep holding onto the old place 🐦
Are they worried about losing @altmetric.com impact? They've got you covered now.
Not only that, Bluesky is notably better!
https://buff.ly/4hhUS61
Are they worried about losing @altmetric.com impact? They've got you covered now.
Not only that, Bluesky is notably better!
https://buff.ly/4hhUS61
Reposted by Kleyton da Costa
P = NP? It’s a question that computational complexity theorists have been asking for over 50 years. Oracles have helped them better understand what they’re working with.
www.quantamagazine.org/why-computer...
www.quantamagazine.org/why-computer...
Why Computer Scientists Consult Oracles | Quanta Magazine
Hypothetical devices that can quickly and accurately answer questions have become a powerful tool in computational complexity theory.
www.quantamagazine.org
January 3, 2025 at 2:45 PM
P = NP? It’s a question that computational complexity theorists have been asking for over 50 years. Oracles have helped them better understand what they’re working with.
www.quantamagazine.org/why-computer...
www.quantamagazine.org/why-computer...
[New Paper Alert 🚀] Our paper “AI, Society and Environment: a Possible Complex System Framework” has been published in the proceedings of the 1st Latin American Conference on AI Ethics (LAAI-Ethics).
#AcademicSky
sol.sbc.org.br/index.php/la...
#AcademicSky
sol.sbc.org.br/index.php/la...
AI, Society and Environment: a Possible Complex System Framework
| Anais da Conferência Latino-Americana de Ética em Inteligência Artificial
sol.sbc.org.br
January 19, 2025 at 8:18 PM
[New Paper Alert 🚀] Our paper “AI, Society and Environment: a Possible Complex System Framework” has been published in the proceedings of the 1st Latin American Conference on AI Ethics (LAAI-Ethics).
#AcademicSky
sol.sbc.org.br/index.php/la...
#AcademicSky
sol.sbc.org.br/index.php/la...
[New Paper Alert 🚀] Our paper “Time series forecasting via integrating a filtering method: an application to electricity consumption” has been published in the Computation Statistic (Springer).
#AcademicSky
link.springer.com/article/10.1...
#AcademicSky
link.springer.com/article/10.1...
Time series forecasting via integrating a filtering method: an application to electricity consumption - Computational Statistics
Analysis and forecasting of the industrial sector electricity consumption is important for energy planning and control, in addition to being essential for the developing of a country or region. In thi...
link.springer.com
January 19, 2025 at 7:58 PM
[New Paper Alert 🚀] Our paper “Time series forecasting via integrating a filtering method: an application to electricity consumption” has been published in the Computation Statistic (Springer).
#AcademicSky
link.springer.com/article/10.1...
#AcademicSky
link.springer.com/article/10.1...
Reposted by Kleyton da Costa
Scientists, academics, researchers: We’re excited to share that @altmetric.com is now tracking mentions of your research on Bluesky! 🧪
There are already many articles for which there is more attention on Bluesky than on other comparable micro-blogging sites, meaning the academic community and the general public have clearly adopted Bluesky as one of its core places to disseminate and discuss new research.
A Place of Joy.
A Place of Joy.
December 3, 2024 at 2:10 PM
Scientists, academics, researchers: We’re excited to share that @altmetric.com is now tracking mentions of your research on Bluesky! 🧪
Reposted by Kleyton da Costa
Reposted by Kleyton da Costa
Aggregated measurements from millions of smartphones could be used to create a comprehensive map of the Earth’s ionosphere, leading to better global positioning systems, according to a paper published in Nature.
go.nature.com/3Z4ZqpC 🧪
go.nature.com/3Z4ZqpC 🧪
November 13, 2024 at 8:27 PM
Aggregated measurements from millions of smartphones could be used to create a comprehensive map of the Earth’s ionosphere, leading to better global positioning systems, according to a paper published in Nature.
go.nature.com/3Z4ZqpC 🧪
go.nature.com/3Z4ZqpC 🧪
This page provides an updated version and the code for experiments in the paper "Evaluating Explainability in Machine Learning Predictions through Explainer-Agnostic Metrics."
huggingface.co/spaces/holis...
huggingface.co/spaces/holis...
November 9, 2024 at 3:24 PM
This page provides an updated version and the code for experiments in the paper "Evaluating Explainability in Machine Learning Predictions through Explainer-Agnostic Metrics."
huggingface.co/spaces/holis...
huggingface.co/spaces/holis...
Bluesky now has over 10 million users, and I was #2,213,236! A pioneer of the Brazilian wave
September 17, 2024 at 8:01 PM
Bluesky now has over 10 million users, and I was #2,213,236! A pioneer of the Brazilian wave
Playing with Huffman algorithm in Python. It's a good way to send top-secret messages hahaha
September 10, 2024 at 1:20 AM
Playing with Huffman algorithm in Python. It's a good way to send top-secret messages hahaha
Meet the Mind: The Brain Behind Shor’s Algorithm
YouTube video by MIT CSAIL
youtu.be
September 8, 2024 at 9:08 PM
James Holehouse - SFI Complexity PostDoc - youtu.be/Ue8k1t9kHWI?...
James Holehouse - SFI Complexity PostDoc
YouTube video by Santa Fe Institute
youtu.be
September 5, 2024 at 11:53 PM
James Holehouse - SFI Complexity PostDoc - youtu.be/Ue8k1t9kHWI?...
New release of holisticai open-source library. A robust and easy-to-use Responsible AI library in Python.
holisticai.readthedocs.io/en/latest/
holisticai.readthedocs.io/en/latest/
September 5, 2024 at 1:53 AM
New release of holisticai open-source library. A robust and easy-to-use Responsible AI library in Python.
holisticai.readthedocs.io/en/latest/
holisticai.readthedocs.io/en/latest/
Reposted by Kleyton da Costa
When electroconvulsive therapy (ECT) is presented to patients as an antidepressant, it’s often likened to a “reset button” for the brain. Neuroscientists hope that further study of the treatment may give patients a clearer understanding of how it works. www.quantamagazine.org/brains-backg...
Brain’s ‘Background Noise’ May Explain Value of Shock Therapy | Quanta Magazine
Electroconvulsive therapy is highly effective in treating major depressive disorder, but no one knows why it works. New research suggests it may restore balance between excitation and inhibition in th...
www.quantamagazine.org
March 18, 2024 at 2:07 PM
When electroconvulsive therapy (ECT) is presented to patients as an antidepressant, it’s often likened to a “reset button” for the brain. Neuroscientists hope that further study of the treatment may give patients a clearer understanding of how it works. www.quantamagazine.org/brains-backg...
An updated version of the paper Evaluating explainability for machine learning predictions using model-agnostic metrics.
We present novel metrics to quantify the degree of which AI model predictions can be easily explainable by its features.
arxiv.org/pdf/2302.120...
We present novel metrics to quantify the degree of which AI model predictions can be easily explainable by its features.
arxiv.org/pdf/2302.120...
arxiv.org
February 14, 2024 at 1:42 AM
An updated version of the paper Evaluating explainability for machine learning predictions using model-agnostic metrics.
We present novel metrics to quantify the degree of which AI model predictions can be easily explainable by its features.
arxiv.org/pdf/2302.120...
We present novel metrics to quantify the degree of which AI model predictions can be easily explainable by its features.
arxiv.org/pdf/2302.120...