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Variable selection and regularization via arbitrary rectangle-range generalized elastic net Yujia DingQidi PengHansen Chen Original Paper Open access 26 April 2023 Article: 72
Variable selection using a smooth information criterion for distributional regression models Meadhbh O’NeillKevin Burke Original Paper Open access 21 April 2023 Article: 71
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Globally and symmetrically identified Bayesian multinomial probit model Maolin PanMinggao GuXiaodan Fan Original Paper 11 April 2023 Article: 68
A Bayesian parametrized method for interval-valued regression models Min XuZhongfeng Qin Original Paper 11 April 2023 Article: 67
Efficient and generalizable tuning strategies for stochastic gradient MCMC Jeremie CoullonLeah SouthChristopher Nemeth Original Paper Open access 04 April 2023 Article: 66
Stochastic variable metric proximal gradient with variance reduction for non-convex composite optimization Gersende FortEric Moulines Original Paper 03 April 2023 Article: 65
Variational Tobit Gaussian Process Regression Marno BassonTobias M. LouwTheresa R. Smith Original Paper Open access 31 March 2023 Article: 64
A sparse matrix formulation of model-based ensemble Kalman filter Håkon GryvillHåkon Tjelmeland Original Paper Open access 31 March 2023 Article: 63
On the optimality of the Oja’s algorithm for online PCA Xin Liang Original Paper 30 March 2023 Article: 62
On estimating the structure factor of a point process, with applications to hyperuniformity Diala HawatGuillaume GautierRaphaël Lachièze-Rey Original Paper 30 March 2023 Article: 61
Frugal Gaussian clustering of huge imbalanced datasets through a bin-marginal approach Filippo AntonazzoChristophe BiernackiChristine Keribin Original Paper 30 March 2023 Article: 60
The first-passage-time moments for the Hougaard process and its Birnbaum–Saunders approximation Chien-Yu PengYi-Shian DongTsai-Hung Fan Original Paper 28 March 2023 Article: 59
Learning-based importance sampling via stochastic optimal control for stochastic reaction networks Chiheb Ben HammoudaNadhir Ben RachedSophia Wiechert Original Paper Open access 28 March 2023 Article: 58
Functional concurrent hidden Markov model Xiaoxiao ZhouXinyuan Song OriginalPaper 28 March 2023 Article: 57
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