Shaan Desai

1. DYNOTEARS: Structure Learning from Time-Series Data
   2020/02/02 by Roxana Pamfil, Pamfil, Roxana, Nisara Sriwattanaworachai +11 · 19 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metabolomics and Mass Spectrometry Studies #Time Series Analysis and Forecasting
2. One-Shot Transfer Learning of Physics-Informed Neural Networks
   2021/10/21 by Shaan Desai, Marios Mattheakis, Desai, Shaan +7 · 7 citations
   Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Gaussian Processes and Bayesian Inference #Nuclear Engineering Thermal-Hydraulics
3. Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
   2021/06/30 by Jack Parker-Holder, Loc Nguyen, Parker-Holder, Jack +6 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Neural Networks and Applications #Reinforcement Learning in Robotics