Paul E. Chang
- Amortized Probabilistic Conditioning for Optimization, Simulation and Inference
2024/10/20 by Paul E. Chang, Nasrulloh Loka, Chang, Paul E. +9 · 1 voice · 8 citations
Computer Science · Engineering · Mathematics · #Embedded Systems Design Techniques #Manufacturing Process and Optimization #Parallel Computing and Optimization Techniques #cs.LG #stat.ML
- State Space Expectation Propagation: Efficient Inference Schemes for Temporal Gaussian Processes
2020/07/12 by William J. Wilkinson, Wilkinson, William J., Paul E. Chang +5 · 2 citations
Computer Science · #Gaussian Processes and Bayesian Inference #Target Tracking and Data Fusion in Sensor Networks #Bayesian Modeling and Causal Inference
- Memory-Based Dual Gaussian Processes for Sequential Learning
2023/06/06 by Paul E. Chang, Chang, Paul E., Prakhar Verma +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)