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student-t process

7 papers

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Co-occurring keywords · papers mentioning both

bayesian inference (4) outlier robustness (2) gaussian process (2) sparse inducing point (1) hilbert space approximation (1) nonparametric time series (1) heavy-tailed stochastic process (1) bayesian online changepoint detection (1) neural network gaussian process (1) target outlier (1)

Papers

Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data AISTATS 2025 Sparse Variational Student-t Processes AAAI 2024 Bayesian online change point detection with Hilbert space approximate Student-t process ICML 2023 Scale Mixtures of Neural Network Gaussian Processes ICLR 2022 Expectation Propagation for t-Exponential Family Using q-Algebra NeurIPS 2017 Student-t Process Regression with Student-t Likelihood IJCAI 2017 Student-t Processes as Alternatives to Gaussian Processes AISTATS 2014