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andlukyane.com | ||
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blog.reachsumit.com
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| | | | | Welcome to Sumit Kumar's Personal Blog! | |
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blog.research.google
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| | | | | [AI summary] Google Research introduces TimesFM, a decoder-only foundation model for time-series forecasting with zero-shot capabilities, pre-trained on 100 billion real-world time-points, outperforming existing methods in various domains. | |
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anitagraser.com
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| | | | | tldr; Maybe. Preliminary results certainly are impressive. Introduction Crowd and flow predictions have been very popular topics in mobility data science. Traditional forecasting methods rely on classic machine learning models like ARIMA, later followed by deep learning approaches such as ST-ResNet. More recently, foundation models for timeseries forecasting, such as TimeGPT, Chronos, and LagLlama have... | |
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blog.quipu-strands.com
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| | | [AI summary] The text presents an extensive overview of Bayesian optimization techniques, focusing on their applications in black-box function optimization, including challenges and solutions such as computational efficiency, scalability, and integration with deep learning models. It also highlights key research contributions and references to seminal papers and authors in the field. | ||
