https://www.mdpi.com/2071-1050/15/12/9289
Prediction of Daily Temperature Based on the Robust Machine Learning Algorithms
Temperature climate is an essential component of weather forecasting and is vital in predicting future weather patterns. Accurate temperature predictions can...
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https://deepai.org/publication/robust-machine-learning-by-median-of-means-theory-and-practice
Robust machine learning by median-of-means : theory and practice | DeepAI
Nov 28, 2017 - 11/28/17 - We introduce new estimators for robust machine learning based on median-of-means (MOM) estimators of the mean of real valued rando...
robust machine learningtheory and practicemedian
https://deepai.org/publication/efficient-and-robust-machine-learning-for-real-world-systems
Efficient and Robust Machine Learning for Real-World Systems | DeepAI
Dec 5, 2018 - 12/05/18 - While machine learning is traditionally a resource intensive task, embedded systems, autonomous navigation and the vision of the I...
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https://www.trendmicro.com/tr_tr/research/18/h/adversarial-sample-generation-making-machine-learning-systems-robust-for-security.html
Making Machine Learning Systems Robust for Security | Trend Micro (TR)
Aug 2, 2018 - To be one step ahead of cybercriminals, one method of enhancing a machine learning (ML) system to counter evasion tactics is generating adversarial samples,...
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