Ye, Nan

1. Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations
   2020/02/23 by Xiao Ma, Peter Karkus, Péter Karkus +8 · 6 citations
   Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
2. Optimization Methods for Inverse Problems
   2017/12/01 by Nan Ye, Ye, Nan, Farbod Roosta-Khorasani +3 · 2 citations
   Computer Science · Engineering · Mathematics · #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #math.OC
3. Adaptive Discretization using Voronoi Trees for Continuous POMDPs
   2023/02/21 by Marcus Hoerger, Hanna Kurniawati, Hoerger, Marcus +5 · 3 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Machine Learning and Data Classification #Bayesian Methods and Mixture Models
4. Positive-Unlabeled Learning using Random Forests via Recursive Greedy Risk Minimization
   2022/10/16 by Wilton, Jonathan, Koay, Abigail M. Y., Ko, Ryan K. L. +2 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Fast Controllable Diffusion Models for Undersampled MRI Reconstruction
   2023/11/20 by Wei Jiang, Jiang, Wei, Zhuang Xiong +7 · 2 citations
   Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Machine Learning (cs.LG) #electronic engineering #information engineering
6. Nesterov Acceleration of Alternating Least Squares for Canonical Tensor Decomposition: Momentum Step Size Selection and Restart Mechanisms
   2018/10/13 by Drew Mitchell, Mitchell, Drew, Nan Ye +3 · 1 citation
   Computer Science · Mathematics · Physics and Astronomy · #Solar and Space Plasma Dynamics #Tensor decomposition and applications #cs.LG #cs.NA #math.NA #math.OC