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Gaussian Process Accelerated Feldman-Cousins Approach for Physical Parameter Inference
The unified approach of Feldman and Cousins allows for exact statistical inference of small signals that commonly arise in high energy physics.
Bayesian Neural Decoding Using A Diversity-Encouraging Latent Representation Learning Method
We show that our method leads to substantially higher accuracy rate for neural decoding and allows to discover novel biological phenomena by providing a clear latent representation of the decoding process.
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