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Stephen Roberts — most-cited papers & profile · Time Series
← authors
·
overview
Stephen Roberts
23
papers ·
147
citations ·
70
h-index
Oxford Research Group · University of Oxford
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture
2021 · 11 citations
MOrdReD: Memory-based Ordinal Regression Deep Neural Networks for Time Series Forecasting
2018 · 9 citations
Spatio-Temporal Momentum: Jointly Learning Time-Series and Cross-Sectional Strategies
2023 · 7 citations
A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes
2017 · 3 citations
A Machine Learning approach to Risk Minimisation in Electricity Markets with Coregionalized Sparse Gaussian Processes
2019
Mixture Density Conditional Generative Adversarial Network Models (MD-CGAN)
2020
Top co-authors
Stefan Zohren
· 2
Bernardo P\'erez Orozco
· 1
Daniel Poh
· 1
Favour Nyikosa
· 1
Gabriele Abbati
· 1
Jaleh Zand
· 1
Kieran Wood
· 1
Martin Tegn\'er
· 1
Michael A. Osborne
· 1
Sven Giegerich
· 1
Syed Ali Asad Rizvi
· 1
Wee Ling Tan
· 1
Topics
Domain — Finance
Probabilistic
Domain — Energy/Weather
Domain — Healthcare
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