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AutoBNN: Probabilistic time series forecasting with compositional bayesian neural networks

blog.research.google · published 28 March 2024

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https://en.wikipedia.org/wiki/Bayesian_inference
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https://www.cs.toronto.edu/~duvenaud/cookbook/
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https://www.stats.ox.ac.uk/~doucet/doucet_defreitas_gordon_smcbookintro.pdf
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https://link.springer.com/chapter/10.1007/978-1-4612-0745-0_2
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https://openreview.net/forum?id=gRwh5HkdaTm
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https://github.com/tensorflow/probability/blob/main/spinoffs/autobnn/autobnn/models.py
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https://www.probabilitycourse.com/chapter9/9_1_2_MAP_estimation.php
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https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEh9VhSV6af55mkKxUKzpJJrqQiAV6WUWJ8HY9Q-5qcPB_mr8_P0lvrcGGkEUNe_-UB6Ri5VgWFkdHvRwEe7snZucQtvzMR_548jt4h2lbTzfnp7ZUeYFDmas7LwKc_9UAzdLE4gr8g9pVVkMXy9GU8qMUzrKfd9tjDEc2C4Ub6aXDzjHf2FjCryg_pWu39E/s1754/AutoBNN%20illustration.png
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https://github.com/tensorflow/probability/blob/main/spinoffs/autobnn/autobnn/likelihoods.py
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https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgVzVWT-e-lcT53h75r2QJpR7iH9FAgCkpQY_oBNq7o1YoO4TkJ2GVpXLYcyY3RjOfgaXRM2LRII_jK31PbxTQF29yH1cTJRdI-XkXmnZMR_imlFv0uOuIPni3nW_vb1ercfuJuKHbrbuIA4bVR5EuGTs5iUHRXs-4WaA9wFEX54RwOJQt0BGMGfkNW4kxn/s1076/image1.png
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https://github.com/tensorflow/probability/blob/main/discussion/examples/Forecasting_With_AutoBNN.ipynb
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https://scikit-learn.org/stable/
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