Maths behind ML Algorithms (Bayesian Decision Theory)
pub.towardsai.net·2d
🔢Kolmogorov Complexity
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A Three-Stage Bayesian Transfer Learning Framework to Improve Predictions in Data-Scarce Domains
arxiv.org·23h
🤖Machine Learning
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Predictive Maintenance Optimization via Bayesian Federated Learning of Degradation Trajectories
🤖Machine Learning
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Empirical Bayesian Multi-Bandit Learning
arxiv.org·23h
🔢Kolmogorov Complexity
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Bayesian continual learning and forgetting in neural networks
nature.com·2d
🔁Spaced Repetition
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Bayesian Neural Networks vs. Mixture Density Networks: Theoretical and Empirical Insights for Uncertainty-Aware Nonlinear Modeling
arxiv.org·1d
🔢Kolmogorov Complexity
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Wasserstein Regression as a Variational Approximation of Probabilistic Trajectories through the Bernstein Basis
arxiv.org·23h
🔢Kolmogorov Complexity
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Condensin Complex Dynamics: A Bayesian Network Approach to Chromosome Condensation Prediction
🔢Kolmogorov Complexity
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Science depends on probability, even though it probably doesn’t exist
earth.com·2d
🔗Mutual Information
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Causal graph inference with adaptive dynamic structure learning for mechanism-oriented fault diagnosis in dynamic industrial systems
sciencedirect.com·1d
🕸️Graph Theory
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Optimal Information Combining for Multi-Agent Systems Using Adaptive Bias Learning
arxiv.org·23h
🔢Kolmogorov Complexity
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Autonomous Thermal Management & Radiation Shielding Optimization for Lunar Surface Robotics via Bayesian Reinforcement Learning
🔢Kolmogorov Complexity
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Resource-Efficient and Robust Inference of Deep and Bayesian Neural Networks on Embedded and Analog Computing Platforms
arxiv.org·1d
🤖Machine Learning
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Efficient Generative AI Boosts Probabilistic Forecasting of Sudden Stratospheric Warmings
arxiv.org·23h
🥶Cold Start Problem
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Approximating Heavy-Tailed Distributions with a Mixture of Bernstein Phase-Type and Hyperexponential Models
arxiv.org·23h
🔢Kolmogorov Complexity
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