AI models collapse when trained on recursively generated data
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#AI #datatraining #machinelearning #recursive #datascience
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#AI #datatraining #machinelearning #recursive #datascience
Nature
AI models collapse when trained on recursively generated data
Nature - Analysis shows that indiscriminately training generative artificial intelligence on real and generated content, usually done by scraping data from the Internet, can lead to a collapse in...
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New study shows that earthquake prediction with %97.97 accuracy for Los Angeles was made possible with machine learning.
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#EarthquakePrediction #MachineLearning #LosAngeles #DataScience #Innovation
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#EarthquakePrediction #MachineLearning #LosAngeles #DataScience #Innovation
Nature
Improving earthquake prediction accuracy in Los Angeles with machine learning
Scientific Reports - Improving earthquake prediction accuracy in Los Angeles with machine learning
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Researchers at Concordia University develop an adaptive clustering method that identifies hidden patterns in complex datasets by allowing data points to guide the grouping process, avoiding rigid assumptions and improving analysis of high-dimensional information
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#DataScience #MachineLearning #BigData #ResearchInnovation #DataAnalysis
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#DataScience #MachineLearning #BigData #ResearchInnovation #DataAnalysis
www.concordia.ca
Gina Cody School researchers unveil new AI approach to spot hidden patterns - Concordia University
Researchers working with complex datasets — whether from patient health records or self-driving car sensors — could uncover a wealth of insights hidden in patterns they never knew existed. For many AI experts, reaching that “aha” moment is difficult because…
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Studying 300 years of data 🌍 scientists found over the past two decades, swathes of Eurasia – from Ukraine’s breadbasket 🌾 to cities in northern China 🏙️ – have seen a spike in extreme heatwaves ☀️ followed by droughts 🌵.
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#ClimateChange #ExtremeWeather #Heatwaves #Drought #DataScience
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#ClimateChange #ExtremeWeather #Heatwaves #Drought #DataScience
Splinter
It's Not Just the Heat
Splinter is your home for news and opinions that challenge power in our political and economic system that's becoming more unhinged each and every day.
Scientists have enlisted generative artificial intelligence 🤖 to complete the missing data 📊 on the distances between pairs of genes 🧬 in DNA.
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#ArtificialIntelligence #DNAResearch #GeneticEngineering #DataScience #InnovationInScience
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#ArtificialIntelligence #DNAResearch #GeneticEngineering #DataScience #InnovationInScience
Nature
Generative inpainting of incomplete Euclidean distance matrices of trajectories generated by a fractional Brownian motion
Scientific Reports - Generative inpainting of incomplete Euclidean distance matrices of trajectories generated by a fractional Brownian motion
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Researchers implemented five machine learning models, utilizing 307 data points encompassing composting strategies, physicochemical properties, and composting time stages, to predict nitrogen loss during organic solid waste composting 🌱📊🧪🕒💧
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#MachineLearning #CompostingResearch #NitrogenLoss #SustainableWasteManagement #DataScience
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#MachineLearning #CompostingResearch #NitrogenLoss #SustainableWasteManagement #DataScience
Using machine learning to analyze patterns of anti-Muslim hate speech online in Norway shows that the number of hateful posts is growing and that most are posted by a small group of users who often don’t remain active for long. Engaging with them can be effective in getting them to stop.
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#HateSpeech #MachineLearning #DataScience
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#HateSpeech #MachineLearning #DataScience
www.oslomet.no
How Machine Learning Uncovers Hidden Trends in Online Hate
A long term study of posts on Facebook and X in Norway shows that hate speech is growing, but much of the toxicity comes from a small group of users.
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