Atılım Güneş Baydin
University of Oxford(GB)
Publications by Year
Research Areas
Solar and Space Plasma Dynamics, Gaussian Processes and Bayesian Inference, Machine Learning and Data Classification, Stellar, planetary, and galactic studies, Advanced Image Processing Techniques
Most-Cited Works
- Automatic differentiation in machine learning: a survey(2015)
- → Managing extreme AI risks amid rapid progress(2024)227 cited
- → Towards global flood mapping onboard low cost satellites with machine learning(2021)189 cited
- → Technology readiness levels for machine learning systems(2022)150 cited
- → Online Learning Rate Adaptation with Hypergradient Descent(2017)77 cited
- → Simulation Intelligence: Towards a New Generation of Scientific Methods(2021)69 cited
- → Alpha MAML: Adaptive Model-Agnostic Meta-Learning(2019)54 cited
- → Accurate Machine-learning Atmospheric Retrieval via a Neural-network Surrogate Model for Radiative Transfer(2022)37 cited
- → Inference Compilation and Universal Probabilistic Programming(2016)33 cited
- → Seismic savanna: machine learning for classifying wildlife and behaviours using ground‐based vibration field recordings(2021)31 cited