Stratis Markou

21 papers A* 7Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
End-to-end data-driven weather prediction.
Nat.
Anna Allen, Stratis Markou, Will Tebbutt, James Requeima, Wessel P. Bruinsma, Tom R. Andersson, Michael Herzog, Nicholas D. Lane, Matthew Chantry, J. Scott Hosking, Richard E. Turner
2025 J jnl
Skillful joint probabilistic weather forecasting from marginals.
CoRR
Ferran Alet, Ilan Price, Andrew El-Kadi, Dominic Masters, Stratis Markou, Tom R. Andersson, Jacklynn Stott, Rémi Lam, Matthew Willson, Alvaro Sanchez-Gonzalez, Peter W. Battaglia
2025 A* conf
Variance-Reducing Couplings for Random Features.
ICLR
Isaac Reid, Stratis Markou, Krzysztof Marcin Choromanski, Richard E. Turner, Adrian Weller
2024 J jnl
Aardvark Weather: end-to-end data-driven weather forecasting.
CoRR
Anna Vaughan, Stratis Markou, Will Tebbutt, James Requeima, Wessel P. Bruinsma, Tom R. Andersson, Michael Herzog, Nicholas D. Lane, J. Scott Hosking, Richard E. Turner
2024 J jnl
Denoising Diffusion Probabilistic Models in Six Simple Steps.
CoRR
Richard E. Turner, Cristiana-Diana Diaconu, Stratis Markou, Aliaksandra Shysheya, Andrew Y. K. Foong, Bruno Mlodozeniec
2024 A* conf
Noise-Aware Differentially Private Regression via Meta-Learning.
NeurIPS
Ossi Räisä, Stratis Markou, Matthew Ashman, Wessel P. Bruinsma, Marlon Tobaben, Antti Honkela, Richard E. Turner
2024 J jnl
Noise-Aware Differentially Private Regression via Meta-Learning.
CoRR
Ossi Räisä, Stratis Markou, Matthew Ashman, Wessel P. Bruinsma, Marlon Tobaben, Antti Honkela, Richard E. Turner
2024 A* conf
Translation Equivariant Transformer Neural Processes.
ICML
Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner
2024 J jnl
Translation Equivariant Transformer Neural Processes.
CoRR
Matthew Ashman, Cristiana Diaconu, Junhyuck Kim, Lakee Sivaraya, Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner
2024 J jnl
Variance-Reducing Couplings for Random Features: Perspectives from Optimal Transport.
CoRR
Isaac Reid, Stratis Markou, Krzysztof Choromanski, Richard E. Turner, Adrian Weller
2023 A* conf
Autoregressive Conditional Neural Processes.
ICLR
Wessel P. Bruinsma, Stratis Markou, James Requeima, Andrew Y. K. Foong, Tom R. Andersson, Anna Vaughan, Anthony Buonomo, J. Scott Hosking, Richard E. Turner
2023 J jnl
Autoregressive Conditional Neural Processes.
CoRR
Wessel P. Bruinsma, Stratis Markou, James Requeima, Andrew Y. K. Foong, Tom R. Andersson, Anna Vaughan, Anthony Buonomo, J. Scott Hosking, Richard E. Turner
2023 A* conf
Faster Relative Entropy Coding with Greedy Rejection Coding.
NeurIPS
Gergely Flamich, Stratis Markou, José Miguel Hernández-Lobato
2023 J jnl
Faster Relative Entropy Coding with Greedy Rejection Coding.
CoRR
Gergely Flamich, Stratis Markou, José Miguel Hernández-Lobato
2023 J jnl
Trieste: Efficiently Exploring The Depths of Black-box Functions with TensorFlow.
CoRR
Victor Picheny, Joel Berkeley, Henry B. Moss, Hrvoje Stojic, Uri Granta, Sebastian W. Ober, Artem Artemev, Khurram Ghani, Alexander Goodall, Andrei Paleyes, Sattar Vakili, Sergio Pascual-Diaz, Stratis Markou, Jixiang Qing, Nasrulloh R. B. S. Loka, Ivo Couckuyt
2022 J jnl
Active Learning with Convolutional Gaussian Neural Processes for Environmental Sensor Placement.
CoRR
Tom R. Andersson, Wessel P. Bruinsma, Stratis Markou, James Requeima, Alejandro Coca-Castro, Anna Vaughan, Anna-Louise Ellis, Matthew Lazzara, Daniel C. Jones, J. Scott Hosking, Richard E. Turner
2022 A* conf
Fast Relative Entropy Coding with A* coding.
ICML
Gergely Flamich, Stratis Markou, José Miguel Hernández-Lobato
2022 J jnl
Fast Relative Entropy Coding with A* coding.
CoRR
Gergely Flamich, Stratis Markou, José Miguel Hernández-Lobato
2022 A* conf
Practical Conditional Neural Process Via Tractable Dependent Predictions.
ICLR
Stratis Markou, James Requeima, Wessel P. Bruinsma, Anna Vaughan, Richard E. Turner
2022 J jnl
Practical Conditional Neural Processes Via Tractable Dependent Predictions.
CoRR
Stratis Markou, James Requeima, Wessel P. Bruinsma, Anna Vaughan, Richard E. Turner
2021 J jnl
Efficient Gaussian Neural Processes for Regression.
CoRR
Stratis Markou, James Requeima, Wessel P. Bruinsma, Richard E. Turner