Scholar
Alexander Terenin
Google Scholar ID: EGKYdiwAAAAJ
Cornell University
Citations & Impact
Citations
1,059
H-index
15
i10-index
19
Publications
20
Co-authors
61
list available
Publications
Resume
Academic Achievements
- Paper: 'The Gittins Index: A Design Principle for Decision-Making Under Uncertainty', INFORMS Tutorials in OR 2025
- Paper: 'Bayesian Algorithms for Adversarial Online Learning: from Finite to Infinite Action Spaces', preprint, co-authored with Jeffrey Negrea
- Paper: 'Stochastic Poisson Surface Reconstruction with One Solve using Geometric Gaussian Processes', ICML 2025
- Paper: 'Cost-aware Bayesian Optimization via the Pandora's Box Gittins Index', NeurIPS 2024
- Paper: 'Multi-objective Bayesian optimisation for design of Pareto-optimal current drive profiles in STEP', IEEE Transactions on Plasma Science 2024
- PhD Thesis: 'Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces'
- Paper: 'Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels', CoRL 2021
- Paper: 'Pathwise Conditioning of Gaussian Processes', JMLR 2021
- Paper: 'Efficiently Sampling Functions from Gaussian Process Posteriors', ICML 2020
- Paper: 'Stochastic Gradient Descent for Gaussian Processes Done Right', ICLR 2024
