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Parametrically Adaptive Transition Polynomial: a Signed-Parity Continuous-alpha Extension of Kunchenko Stochastic Polynomials
Arxiv
0+阅读 · 6月16日
Generating-Element Maximum Entropy for Non-Gaussian Uncertainty Evaluation
Arxiv
0+阅读 · 6月13日
ALCL: An Adaptive Log-Correntropy Loss for Robust Learning under Non-Gaussian Noise
Arxiv
0+阅读 · 6月14日
A Unified Framework for Multiple-Try Metropolis: Construction and Empirical Benchmarks
Arxiv
0+阅读 · 5月30日
Parametrically Adaptive Transition Polynomial: a Signed-Parity Continuous-alpha Extension of Kunchenko Stochastic Polynomials
Arxiv
0+阅读 · 6月6日
Identifiability Without Gaussianity: Symbolic World Models and Near-Infinite Temporal Consistency
Arxiv
0+阅读 · 6月9日
How Deep Are Deep GPs, Really? A Sharp Threshold and a Non-Gaussian Limit for Compositional GPs
Arxiv
0+阅读 · 6月6日
Characterization of Gaussian Universality Breakdown in High-Dimensional Empirical Risk Minimization
Arxiv
0+阅读 · 6月5日
Generalized and Scalable Deep Gaussian Process Emulation
Arxiv
0+阅读 · 3月25日
A Robust Framework for Model Order Selection in Correlated Large-Dimensional CES Noise
Arxiv
0+阅读 · 6月4日
Microcanonical Hamiltonian Monte Carlo
Arxiv
0+阅读 · 5月27日
Spatial constraints improve filtering of measurement noise from animal tracks
Spatial constraints improve filtering of measurement noise from animal tracks
Arxiv
0+阅读 · 5月4日
Exponential Family Discriminant Analysis: Generalizing LDA-Style Generative Classification to Non-Gaussian Models
Arxiv
0+阅读 · 3月24日
Accurate and Reliable Uncertainty Estimates for Deterministic Predictions Extensions to Under and Overpredictions
Arxiv
0+阅读 · 4月9日
Data-Efficient Non-Gaussian Semi-Nonparametric Density Estimation for Nonlinear Dynamical Systems
Arxiv
0+阅读 · 4月10日
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