LIANG, Faming
364  Ergebnisse:
Personensuche X
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5

A Stochastic Approximation-Langevinized Ensemble Kalman Fil..:

Dong, Tianning ; Zhang, Peiyi ; Liang, Faming
Journal of Computational and Graphical Statistics.  32 (2022)  2 - p. 448-469 , 2022
 
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6

A Kernel-Expanded Stochastic Neural Network:

Sun, Yan ; Liang, Faming
Journal of the Royal Statistical Society Series B: Statistical Methodology.  84 (2022)  2 - p. 547-578 , 2022
 
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7

Learning sparse deep neural networks with a spike-and-slab ..:

Sun, Yan ; Song, Qifan ; Liang, Faming
Statistics & Probability Letters.  180 (2022)  - p. 109246 , 2022
 
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8

Nearly optimal Bayesian shrinkage for high-dimensional regr..:

Song, Qifan ; Liang, Faming
Science China Mathematics.  66 (2022)  2 - p. 409-442 , 2022
 
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9

Markov neighborhood regression for statistical inference of..:

Sun, Lizhe ; Liang, Faming
Statistics in Medicine.  41 (2022)  20 - p. 4057-4078 , 2022
 
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10

Markov Neighborhood Regression for High-Dimensional Inferen..:

Liang, Faming ; Xue, Jingnan ; Jia, Bochao
Journal of the American Statistical Association.  117 (2021)  539 - p. 1200-1214 , 2021
 
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11

Consistent Sparse Deep Learning: Theory and Computation:

Sun, Yan ; Song, Qifan ; Liang, Faming
Journal of the American Statistical Association.  117 (2021)  540 - p. 1981-1995 , 2021
 
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12

Identification of factors impacting on the transmission and..:

Zhang, Peiyi ; Dong, Tianning ; Li, Ninghui.
Journal of Applied Statistics.  50 (2021)  11-12 - p. 2624-2647 , 2021
 
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14

Stochastic gradient Langevin dynamics with adaptive drifts:

Kim, Sehwan ; Song, Qifan ; Liang, Faming
Journal of Statistical Computation and Simulation.  92 (2021)  2 - p. 318-336 , 2021
 
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15

Stochastic approximation Hamiltonian Monte Carlo:

Yun, Jonghyun ; Shin, Minsuk ; Hoon Jin, Ick.
Journal of Statistical Computation and Simulation.  90 (2020)  17 - p. 3135-3156 , 2020
 
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