Eshragh, Ali
- Average-reward model-free reinforcement learning: a systematic review and literature mapping
2020/10/18 by Vektor Dewanto, George Dunn, Dewanto, Vektor +7 · 5 citations
Computer Science · Engineering · Business, Management and Accounting · #Reinforcement Learning in Robotics #Traffic control and management #Supply Chain and Inventory Management
- LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data
2019/11/27 by Ali Eshragh, Eshragh, Ali, Fred Roosta +5 · 2 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Methodology (stat.ME) #Neural Networks and Applications #Statistical Methods and Inference
- SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data
2023/12/30 by Ali Eshragh, Eshragh, Ali, Luke W. Yerbury +7 · 1 citation
Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Bayesian Modeling and Causal Inference #Sparse and Compressive Sensing Techniques