Gaussian Process
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Gain a deeper understanding of Gaussian processes by implementing them with only NumPy
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How well does Deep Gaussian process modeling quantify the uncertainty in your signal
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Simple Machine Learning Models Capable of Modelling Complex Behaviours
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Making the “Automated scientist”: Co-navigating the hypothesis and experimental space using…
PhysicsActive learning approach co-navigates theory and experiment via hybrid of reinforcement learning and structured Gaussian…
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Deep Learning Meets Gaussian Process: How Deep Kernel Learning Enables Autonomous Microscopy
Deep LearningMaxim Ziatdinov¹ ² & Sergei V. Kalinin¹ ¹ Center for Nanophase Materials Sciences and ²…
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Maxim Ziatdinov¹ ² & Sergei V. Kalinin¹
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How to apply Gaussian Processes on big data
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Deep Neural Networks vs. Gaussian Processes: Similarities, Differences, and Trade-Offs
Deep LearningIn this article, we explore Deep Neural Networks and Gaussian Processes through comparative, theoretical, and…
12 min read