SM
Stratis Markou
cs.LGstat.MLcs.ITmath.ITphysics.ao-phcs.CEcs.CRmath.STstat.COstat.TH
On Valency
published · living versionsW_rsyunb62·v1 · currentpublished
WeatherNext 3: Increasing resolution and performance of global weather models with raw observations
with Stephan Rasp, Boris Babenko, Dominic Masters, Andrew El-Kadi +20
1 version
Preprints & journals
19 papers in the corpus · 2021–2026WeatherNext 3: Increasing resolution and performance of global weather models with raw observations2609.03582v1 · Stephan Rasp, Boris Babenko, Dominic Masters et al.2026 · 0 citationsarXivon Valency
Operational tropical cyclone forecasting with AI.42717078 · Alet, Ferran, Andersson, Tom R, Price, Ilan et al.2026 · 1 citationNature. 2026;657(8132):680-688
Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting2606.26421v1 · Cristiana Diaconu, Jonas Scholz, Aliaksandra Shysheya et al.2026 · 0 citationsarXiv
Skillful joint probabilistic weather forecasting from marginals2506.10772v1 · Ferran Alet, Ilan Price, Andrew El-Kadi et al.2025 · 4 citationsarXiv
End-to-end data-driven weather prediction.40112882 · Allen, Anna, Markou, Stratis, Tebbutt, Will et al.2025 · 102 citationsNature. 2025;641(8065):1172-1179
Translation Equivariant Transformer Neural Processes2406.12409v1 · Matthew Ashman, Cristiana Diaconu, Junhyuck Kim et al.2024 · 0 citationsarXiv
Noise-Aware Differentially Private Regression via Meta-Learning2406.08569v2 · Ossi Raisa, Stratis Markou, Matthew Ashman et al.2024 · 2 citationsarXiv
Variance-Reducing Couplings for Random Features2405.16541v2 · Isaac Reid, Stratis Markou, Krzysztof Choromanski et al.2024 · 0 citationsarXiv
Aardvark weather: end-to-end data-driven weather forecasting2404.00411v3 · Anna Vaughan, Stratis Markou, Will Tebbutt et al.2024 · 9 citationsarXiv
Denoising Diffusion Probabilistic Models in Six Simple Steps2402.04384v2 · Richard E. Turner, Cristiana-Diana Diaconu, Stratis Markou et al.2024 · 7 citationsarXiv
Faster Relative Entropy Coding with Greedy Rejection Coding2309.15746v1 · Gergely Flamich, Stratis Markou, Jose Miguel Hernandez Lobato2023 · 3 citationsarXiv
Autoregressive Conditional Neural Processes2303.14468v1 · Wessel P. Bruinsma, Stratis Markou, James Requiema et al.2023 · 6 citationsarXiv
Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow2302.08436v1 · Victor Picheny, Joel Berkeley, Henry B. Moss et al.2023 · 23 citationsarXiv
Environmental Sensor Placement with Convolutional Gaussian Neural Processes2211.10381v5 · Tom R. Andersson, Wessel P. Bruinsma, Stratis Markou et al.2022 · 29 citationsarXiv
Notes on the runtime of A* sampling2205.15250v3 · Stratis Markou2022 · 0 citationsarXiv
Practical Conditional Neural Processes Via Tractable Dependent Predictions2203.08775v2 · Stratis Markou, James Requeima, Wessel P. Bruinsma et al.2022 · 6 citationsarXiv
Partitioned Variational Inference: A Framework for Probabilistic Federated Learning2202.12275v4 · Matthew Ashman, Thang D. Bui, Cuong V. Nguyen et al.2022 · 6 citationsarXiv
Fast Relative Entropy Coding with A* coding2201.12857v2 · Gergely Flamich, Stratis Markou, Jos'e Miguel Hern'andez-Lobato2022 · 10 citationsarXiv
Efficient Gaussian Neural Processes for Regression2108.09676v3 · Stratis Markou, James Requeima, Wessel Bruinsma et al.2021 · 2 citationsarXiv
Career total: 21 works. 19 are in this corpus.
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