author-photo

Faming Liang

Texas A&M University
Purdue University
University of Florida

169

Papers

3316

Citations

Citation Trend

Filter By

Papers (169) Sort By

Journal Conference Others

Learning sparse deep neural networks with a spike-and-slab prior

2022 Statistics & Probability Letters
Show All
- Source
- Cite
- Save
Citations (0)
Interacting Contour Stochastic Gradient Langevin Dynamics.

2022 CoRR
Show All
- Source
- Cite
- Save
Citations (0)
A Kernel-Expanded Stochastic Neural Network.

2022 CoRR
- Yan Sun
- Faming Liang
Show All
- Source
- Cite
- Save
Citations (0)
A Langevinized Ensemble Kalman Filter for Large-Scale Static and Dynamic Learning.

2021 arXiv: Methodology
Show All
- Source
- Cite
- Save
Citations (1)
Consistent Sparse Deep Learning: Theory and Computation

2021 Journal of the American Statistical Association
Show All
- Source
- Cite
- Save
Citations (5)
Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction

2021 ICLR | International Conference on Learning Representations
Show All
- Source
- Cite
- Save
Citations (0)
Sufficient Dimension Reduction with Deep Neural Networks for Phenotype Prediction

2021
Show All
- Source
- Cite
- Save
Citations (0)
Identification of factors impacting on the transmission and mortality of COVID-19

2021 Journal of Applied Statistics
Show All
- Source
- Cite
- Save
Citations (0)
Stochastic gradient Langevin dynamics with adaptive drifts

2021 Journal of Statistical Computation and Simulation
Show All
- Source
- Cite
- Save
Citations (0)
Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration

2021 arXiv: Machine Learning
Show All
- Source
- Cite
- Save
Citations (0)