Andreas Doerr

1. Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
   2019/04/04 by Michael Volpp, Lukas P. Fröhlich, Volpp, Michael +11 · 11 citations
   Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms
2. Probabilistic Recurrent State-Space Models
   2018/01/31 by Andreas Doerr, Doerr, Andreas, Christian Daniel +11 · 9 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
3. The Amazon Nova Family of Models: Technical Report and Model Card
   2025/03/17 by Amazon AGI, AGI, Amazon, Aayush Shah +867 · 24 citations
   Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
4. Model-Based Policy Search for Automatic Tuning of Multivariate PID\n Controllers
   2017/03/08 by Andreas Doerr, Doerr, Andreas, Duy Nguyen-Tuong +7 · 1 citation
   Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Fault Detection and Control Systems #Fuzzy Logic and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO) #Systems and Control (eess.SY) #electronic engineering #information engineering