Faming Liang

1. Non-convex Learning via Replica Exchange Stochastic Gradient MCMC
   2020/08/12 by Wei Deng, Qi Feng, Deng, Wei +7 · 3 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Probability (math.PR) #Stochastic Gradient Optimization Techniques
2. A Contour Stochastic Gradient Langevin Dynamics Algorithm for Simulations of Multi-modal Distributions
   2020/10/19 by Wei Deng, Guang Lin, Deng, Wei +3 · 3 citations
   Computer Science · Mathematics · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
3. Stochastic Gradient Langevin Dynamics Algorithms with Adaptive Drifts
   2020/09/20 by Sehwan Kim, Kim, Sehwan, Qifan Song +3 · 2 citations
   Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Neural Networks and Applications
4. Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC\n via Variance Reduction
   2020/10/02 by Wei Deng, Deng, Wei, Qi Feng +7 · 2 citations
   Mathematics · Computer Science · Medicine · #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques #Advanced Neuroimaging Techniques and Applications
5. A Bayesian Mark Interaction Model for Analysis of Tumor Pathology Images
   2018/02/22 by Qiwei Li, Li, Qiwei, Xinlei Wang +5 · 1 citation
   Computer Science · Mathematics · #AI in cancer detection #Statistical Methods and Inference #Medical Image Segmentation Techniques
6. Fast Value Tracking for Deep Reinforcement Learning
   2024/03/19 by Frank Y. Shih, Shih, Frank, Faming Liang +1 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
7. Extended Fiducial Inference: Toward an Automated Process of Statistical Inference
   2024/07/31 by Faming Liang, Liang, Faming, Sehwan Kim +3 · 1 citation
   Economics, Econometrics and Finance · #Economic, financial, and policy analysis #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)