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ENTITY UCI regression benchmarks

UCI regression benchmarks

PulseAugur coverage of UCI regression benchmarks — every cluster mentioning UCI regression benchmarks across labs, papers, and developer communities, ranked by signal.

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  1. RESEARCH · CL_48916 ·

    New OM-Path method improves Deep Gaussian Process inference

    Researchers have introduced OM-Path, a novel method for approximate inference in Deep Gaussian Processes (DGPs). This approach frames inference as posterior transport, learning a deterministic sampler to map a reference…

  2. RESEARCH · CL_09795 ·

    Bayesian Tensor Network Kernel Machines use Laplace approximation for uncertainty estimation

    Researchers have developed a new Bayesian Tensor Network Kernel Machine (LA-TNKM) that utilizes a linearized Laplace approximation for inference. This method addresses the challenge of providing uncertainty estimates in…