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Atılım Güneş Baydin

University of Oxford GB

ORCID iD 0000-0001-9854-8100
101
Publications
3,437
Citations
18
H-Index
27
i10-Index
24.64
2yr Mean Cite
-
Cite/Paper
Data combined from OpenAlex . OA = OpenAlex S2 = Semantic Scholar
Verify on Google Scholar

Publication & Citation Trends

Publications

101 total

Managing extreme AI risks amid rapid progress PDF

Yoshua Bengio, Geoffrey E. Hinton, Andrew Chi-Chih Yao, Dawn Song, Pieter Abbeel et al. - Science, 2024
Cited by 236 OpenAlex

Technology readiness levels for machine learning systems PDF

Alexander Lavin, Ciarán M. Gilligan-Lee, Alessya Visnjic, Siddha Ganju, Dava Newman et al. - Nature Communications, 2022
Cited by 154 OpenAlex

Accurate Machine-learning Atmospheric Retrieval via a Neural-network Surrogate Model for Radiative Transfer PDF

Michael D. Himes, Joseph Harrington, Adam D. Cobb, Atılım Güneş Baydin, Frank Soboczenski et al. - The Planetary Science Journal, 2022
Cited by 37 OpenAlex

Towards global flood mapping onboard low cost satellites with machine learning PDF

Gonzalo Mateo‐García, Joshua Veitch-Michaelis, Lewis Smith, Silviu Oprea, Guy Schumann et al. - Scientific Reports, 2021
Cited by 190 OpenAlex

Simulation Intelligence: Towards a New Generation of Scientific Methods PDF

Alexander Lavin, David C. Krakauer, Héctor Zenil, Justin Gottschlich, Tim Mattson et al. - CaltechAUTHORS (California Institute of Technology), 2021
Cited by 70 OpenAlex

Seismic savanna: machine learning for classifying wildlife and behaviours using ground‐based vibration field recordings PDF

Alexandre Szenicer, Michael Reinwald, Ben Moseley, Tarje Nissen‐Meyer, Zachary Mutinda Muteti et al. - Remote Sensing in Ecology and Conservation, 2021
Cited by 31 OpenAlex

Alpha MAML: Adaptive Model-Agnostic Meta-Learning PDF

Harkirat Behl, Atılım Güneş Baydin, Philip H. S. Torr - arXiv (Cornell University), 2019
Cited by 54 OpenAlex

Online Learning Rate Adaptation with Hypergradient Descent PDF

Atılım Güneş Baydin, Robert Cornish, David Martínez-Rubio, Mark Schmidt, Frank Wood - arXiv (Cornell University), 2017
Cited by 77 OpenAlex

Inference Compilation and Universal Probabilistic Programming PDF

Tuan Le, Atılım Güneş Baydin, Frank Wood - arXiv (Cornell University), 2016
Cited by 33 OpenAlex

Automatic differentiation in machine learning: a survey PDF

Atılım Güneş Baydin, Barak A. Pearlmutter, Alexey Radul, Jeffrey Mark Siskind - Maynooth University ePrints and eTheses Archive (Maynooth University), 2015
Cited by 2,096 OpenAlex

Research Topics

Solar and Space Plasma Dynamics (14) Gaussian Processes and Bayesian Inference (10) Machine Learning and Data Classification (9) Stellar, planetary, and galactic studies (6) Advanced Image Processing Techniques (6)

Affiliations

Universitat Autònoma de Barcelona
ES 2011 - 2011
Turing Institute
GB 2021 - 2021
National University of Ireland, Maynooth
IE 2014 - 2014
University of Oxford
GB 2025 - 2015
Artificial Intelligence Research Institute
ES 2011 - 2011

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