#machinelearing — Public Fediverse posts

1 bit is all we need: binary normalized neural networks https://arxiv.org/abs/2509.07025v1 #compsci #machinelearing

#Scientific papers include more and more often #replication packages with valuable #datasets that are then frequently used to train #AI and #MachineLearing models.

But with datasets not properly #documented with information about their #provenance, #biases and other #social concerns, this is risky as the #ML models will use in environments for which the data was not representative, yielding potentially wrong conclusions.

In this work, we have analyzed the datasets in two top dataset journals to study their #documentation #practices and propose a few recommendations to improve the current situation.

Paper accepted in the 𝘕𝘢𝘵𝘶𝘳𝘦'𝘴 𝘚𝘤𝘪𝘦𝘯𝘵𝘪𝘧𝘪𝘤 𝘋𝘢𝘵𝘢 journal

Pre-print https://arxiv.org/pdf/2401.10304

I’ll be at #NeurIPS the coming days. Ping me if you wanna hang out, grab a drink, or talk #probabilistic #machinelearing.

El lado del mal - La Importancia de Python: Imprescindible para Inteligencia Artificial y Big Data (además de para el pentesting y el hacking) https://www.elladodelmal.com/2023/10/la-importancia-de-python-imprescindible.html #python #IA #AI #MachineLearing #DataScientists #BigData #InteligenciaArtificial #Cursos #LLM #Formación

RT @: Great collection of relevant publications: Machine Learning in Proteomics and Metabolomics https://pubs.acs.org/doi/full/10.1021/acs.jproteome.2c00566?ref=vi_machine-learning-omics&utm_content=bufferd7719&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer #MachineLearing #Massspectrometry #ArtificialIntelligence #Proteomics #Metabolomics #PrecisionMedicine #Biology #Biomarkers #Multiomics #Datasciences

RT @: Great collection of relevant publications: Machine Learning in Proteomics and Metabolomics https://pubs.acs.org/doi/full/10.1021/acs.jproteome.2c00566?ref=vi_machine-learning-omics&utm_content=bufferd7719&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer #MachineLearing #Massspectrometry #ArtificialIntelligence #Proteomics #Metabolomics #PrecisionMedicine #Biology #Biomarkers #Multiomics #Datasciences

RT @: Great collection of relevant publications: Machine Learning in Proteomics and Metabolomics https://pubs.acs.org/doi/full/10.1021/acs.jproteome.2c00566?ref=vi_machine-learning-omics&utm_content=bufferd7719&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer #MachineLearing #Massspectrometry #ArtificialIntelligence #Proteomics #Metabolomics #PrecisionMedicine #Biology #Biomarkers #Multiomics #Datasciences

RT @: Great collection of relevant publications: Machine Learning in Proteomics and Metabolomics https://pubs.acs.org/doi/full/10.1021/acs.jproteome.2c00566?ref=vi_machine-learning-omics&utm_content=bufferd7719&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer #MachineLearing #Massspectrometry #ArtificialIntelligence #Proteomics #Metabolomics #PrecisionMedicine #Biology #Biomarkers #Multiomics #Datasciences

RT @: Great collection of relevant publications: Machine Learning in Proteomics and Metabolomics https://pubs.acs.org/doi/full/10.1021/acs.jproteome.2c00566?ref=vi_machine-learning-omics&utm_content=bufferd7719&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer #MachineLearing #Massspectrometry #ArtificialIntelligence #Proteomics #Metabolomics #PrecisionMedicine #Biology #Biomarkers #Multiomics #Datasciences

Feels like combining #llm models with what Semantic Web is doing for a long time with triple stores and ontology modelling would be a good idea to enhance #ml #machinelearing #artificialinteligence #ai algorithms, has that been done already?

🤔 How often do we really interrogate the drawings & figures in our DS & ML papers & educational content? Especially w.r.t. deep learning?

😬 I know I've had a bad habit of taking a "laissez-faire" approach to learning

🎉 I'm excited about this piece Aaron Master & Doron Bergman have written in support for more GOOD diagrams, especially in #deeplearning & #machinelearing papers.

https://medium.com/@amaster_37400/please-stop-drawing-neural-networks-wrong-ffd02b67ad77

#ChatGPT4 will coming soon.

Some interesting news:
- It's multimodal: it can take in input images and text.
- it's more powerful than the previous one.
- It has a an incredible accuracy in typical #AI tasks like #classification, and so on.

#chatgpt #openai #MachineLearing

No one @eLife consulted me on the naming of this coll #machinelearing driven #computervision tool.

From: @eLife
https://fediscience.org/@eLife/109926639298527122

Need to analyze a collection of datasets based on their #PersistenceDiagrams?
Check out our new approach for Principal Geodesic Analysis in the Wasserstein space of #PersistenceDiagrams, with applications to dimension reduction:
https://arxiv.org/abs/2207.10960
#TopologicalDataAnalysis #Visualization #DataScience #MachineLearing #TopologyToolKit
Funded by the European Research Council (ERC) (project TORI, https://erc-tori.github.io/)

@gusthema
Top 1: Hosting mock behavioral interviews with @shawnaxsom
Top 2: Hosting #MachineLearing News Twitter spaces with Prince Canuma
Top 3: Writing more at https://tomaszhamerla.com
+ managed to attend all Google events on technical writing - One, Two, Accessibility, Train the trainer

Bottom: the war in Ukraine

Zumindest im Bereich #penandpaper hat #dungeonfog diesen April gewonnen: https://youtu.be/8ci_a--LumM #mapmaking #machinelearing

"We then used vvvv as a tool to collect both satellite imagery and the associated labeled map tiles."

https://opendot.github.io/ml4a-invisible-cities/implementation/

#vvvv #visualprogramming #creativecoding #ml #machinelearing

Bioelectronic device achieves unprecedented control of cell membrane voltage

#science #bioelectronics #biotech #bioresearch #bioscience #technews #machinelearing

https://techxplore.com/news/2020-09-bioelectronic-device-unprecedented-cell-membrane.html

Cisco acquires Modcam to make Meraki smart camera portfolio even smarter - As the Internet of Things, proliferates, security cameras are getting smarter. Today, these devices ... - http://feedproxy.google.com/~r/Techcrunch/~3/7DrpHLcxzvY/ #artificialintelligence #mergersandacquisitions #fundings&exits #machinelearing #enterprise #startups #meraki #cloud #cisco #exit #m&a #iot #tc