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Bryan Lim
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Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting
B Lim, SO Arik, N Loeff, T Pfister
International Journal of Forecasting, 2021
10692021
Time-series forecasting with deep learning: a survey
B Lim, S Zohren
Philosophical Transactions of the Royal Society A 379 (2194), 20200209, 2021
9462021
Forecasting treatment responses over time using recurrent marginal structural networks
B Lim, A Alaa, M van der Schaar
Advances in Neural Information Processing Systems, 2018
1262018
Enhancing Time Series Momentum Strategies Using Deep Neural Networks
B Lim, S Zohren, S Roberts
Journal of Financial Data Science, 2019
912019
Recurrent Neural Filters: Learning Independent Bayesian Filtering Steps for Time Series Prediction
B Lim, S Zohren, S Roberts
International Joint Conference on Neural Networks (IJCNN), 2020
502020
Disease-atlas: Navigating disease trajectories with deep learning
B Lim, M van der Schaar
Machine Learning for Healthcare (MLHC), 2018
45*2018
Building Cross-Sectional Systematic Strategies By Learning to Rank
D Poh, B Lim, S Zohren, S Roberts
Journal of Financial Data Science, 2021
232021
Deep learning for market by order data
Z Zhang, B Lim, S Zohren
Applied Mathematical Finance 28 (1), 79-95, 2021
222021
Forecasting Disease Trajectories in Alzheimer's Disease Using Deep Learning
B Lim, M van der Schaar
KDD Workshop on Machine Learning for Medicine and Healthcare, 2018
92018
Detecting Changes in Asset Co-Movement Using the Autoencoder Reconstruction Ratio
B Lim, S Zohren, S Roberts
Risk, 2020
32020
Deep learning for time series prediction and decision making over time
B Lim
University of Oxford, 2020
22020
Enhancing Cross-Sectional Currency Strategies by Ranking Refinement with Transformer-based Architectures.
D Poh, B Lim, S Zohren, S Roberts
arXiv preprint arXiv:2105.10019, 2021
12021
Population-based Global Optimisation Methods for Learning Long-term Dependencies with RNNs
B Lim, S Zohren, S Roberts
ICML Time Series Workshop, 2019
12019
FORECASTING CLINICAL TRAJECTORIES IN CYSTIC FIBROSIS USING DEEP LEARNING
B Lim, TW Daniels, RA Floto, M van der Schaar
PEDIATRIC PULMONOLOGY 53, 262-262, 2018
2018
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Articles 1–14