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Estimation of time-varying autoregressive stochastic volatility models with stable innovations Gernot MüllerSebastian Uhl OriginalPaper 20 April 2021 Article: 36
A fast and efficient smoothing approach to Lasso regression and an application in statistical genetics: polygenic risk scores for chronic obstructive pulmonary disease (COPD) Georg HahnSharon M. LutzChristoph Lange OriginalPaper 17 April 2021 Article: 35
Particle-based energetic variational inference Yiwei WangJiuhai ChenLulu Kang OriginalPaper 17 April 2021 Article: 34
Locally induced Gaussian processes for large-scale simulation experiments D. Austin ColeRyan B. ChristiansonRobert B. Gramacy OriginalPaper 17 April 2021 Article: 33
Regularized bi-directional co-clustering Séverine AffeldtLazhar LabiodMohamed Nadif OriginalPaper 10 April 2021 Article: 32
A mixed model approach to measurement error in semiparametric regression Mohammad W. HattabDavid Ruppert OriginalPaper 30 March 2021 Article: 31
A simple method for rejection sampling efficiency improvement on SIMT architectures Gavin RidleyBenoit Forget OriginalPaper 30 March 2021 Article: 30
Efficient stochastic optimisation by unadjusted Langevin Monte Carlo Valentin De BortoliAlain DurmusAna F. Vidal OriginalPaper Open access 19 March 2021 Article: 29
Ensemble sampler for infinite-dimensional inverse problems Jeremie CoullonRobert J. Webber OriginalPaper 15 March 2021 Article: 28
Sequential Bayesian optimal experimental design for structural reliability analysis Christian AgrellKristina Rognlien Dahl OriginalPaper Open access 09 March 2021 Article: 27
Accelerating the estimation of renewal Hawkes self-exciting point processes Tom StindlFeng Chen OriginalPaper 04 March 2021 Article: 26
Gaussian process learning via Fisher scoring of Vecchia’s approximation Joseph Guinness OriginalPaper 03 March 2021 Article: 25
Conditional particle filters with diffuse initial distributions Santeri KarppinenMatti Vihola OriginalPaper Open access 03 March 2021 Article: 24
Bayesian ODE solvers: the maximum a posteriori estimate Filip TronarpSimo SärkkäPhilipp Hennig OriginalPaper Open access 03 March 2021 Article: 23
Deep mixtures of unigrams for uncovering topics in textual data Cinzia ViroliLaura Anderlucci OriginalPaper Open access 03 March 2021 Article: 22
Unbiased estimation of the gradient of the log-likelihood in inverse problems Ajay JasraKody J. H. LawDeng Lu OriginalPaper Open access 03 March 2021 Article: 21
Bayesian additive regression trees with model trees Estevão B. PradoRafael A. MoralAndrew C. Parnell OriginalPaper 03 March 2021 Article: 20
