Aliaksandra Shysheya

Joined

December 2019

Names

Emails

****@cam.ac.uk (Confirmed)

Personal Links

DBLP

Career & Education History

PhD student

University of Cambridge (cam.ac.uk)

2021 – 2025

MS student

University of Cambridge (cam.ac.uk)

2019 – 2020

MS student

Skolkovo Institute of Science and Technology (skoltech.ru)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Richard E Turner

2021 – 2025

Coworker

Victor Lempitsky

2018 – 2021

Expertise

No areas of expertise listed

Publications

OtterWeather: Highly Skillful Medium-Range Weather Forecasting on a Single GPU
Jonas Scholz, Cristiana Diaconu, Aliaksandra Shysheya, Stratis Markou, Richard E. Turner
- AI&PDE Poster
- Readers: Everyone
JoLT: Joint Probabilistic Predictions on Tabular Data Using LLMs
Aliaksandra Shysheya, John F Bronskill, James Requeima, Shoaib Ahmed Siddiqui, Javier Gonzalez, David Duvenaud, Richard E. Turner
- AABI 2025 Workshop Track
- Readers: Everyone
Transformer Neural Autoregressive Flows
Massimiliano Patacchiola, Aliaksandra Shysheya, Katja Hofmann, Richard E. Turner
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
On conditional diffusion models for PDE simulations
Aliaksandra Shysheya, Cristiana Diaconu, Federico Bergamin, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu
- NeurIPS 2024 poster
- Readers: Everyone
Guided Autoregressive Diffusion Models with Applications to PDE Simulation
Federico Bergamin, Cristiana Diaconu, Aliaksandra Shysheya, Paris Perdikaris, José Miguel Hernández-Lobato, Richard E. Turner, Emile Mathieu
- AI4DiffEqtnsInSci @ ICLR 2024 Poster
- Readers: Everyone
On the Efficacy of Differentially Private Few-shot Image Classification
Marlon Tobaben, Aliaksandra Shysheya, John F Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela
- Accepted by TMLR
- Readers: Everyone
Differentially Private Federated Few-shot Image Classification
Aliaksandra Shysheya, Marlon Tobaben, John F Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela
- Published: 04 Mar 2023, Last Modified: 28 Mar 2023
- ICLR 2023 Workshop on Trustworthy ML Poster
- Readers: Everyone
On the Efficacy of Differentially Private Few-shot Image Classification
Marlon Tobaben, Aliaksandra Shysheya, John F Bronskill, Andrew Paverd, Shruti Tople, Santiago Zanella-Beguelin, Richard E Turner, Antti Honkela
- Published: 04 Mar 2023, Last Modified: 08 Feb 2026
- ICLR 2023 Workshop on Trustworthy ML Oral
- Readers: Everyone
Contextual Squeeze-and-Excitation
Massimiliano Patacchiola, John F Bronskill, Aliaksandra Shysheya, Katja Hofmann, Sebastian Nowozin, Richard E Turner
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- NeurIPS 2022 Workshop MetaLearn Poster
- Readers: Everyone
FiT: Parameter Efficient Few-shot Transfer Learning
Aliaksandra Shysheya, John F Bronskill, Massimiliano Patacchiola, Sebastian Nowozin, Richard E Turner
- Published: 21 Oct 2022, Last Modified: 15 Feb 2026
- NeurIPS 2022 Workshop MetaLearn Poster
- Readers: Everyone

View all 15 publications

Co-Authors

View all 33 co-authors