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Magnus Wiese
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Cited by
Year
Quant GANs: deep generation of financial time series
M Wiese, R Knobloch, R Korn, P Kretschmer
Quantitative Finance 20 (9), 1419-1440, 2020
2632020
Conditional sig-wasserstein gans for time series generation
S Liao, H Ni, L Szpruch, M Wiese, M Sabate-Vidales, B Xiao
arXiv preprint arXiv:2006.05421, 2020
1382020
Deep hedging: learning to simulate equity option markets
M Wiese, L Bai, B Wood, H Buehler
NeurIPS 2019 Workshop on Robust AI in Financial Services: Data, Fairness …, 2019
712019
Sig-Wasserstein GANs for Time Series Generation
H Ni, L Szpruch, M Sabate-Vidales, B Xiao, M Wiese, S Liao
ICAIF '21: Proceedings of the Second ACM International Conference on AI in …, 2021
602021
Copula & marginal flows: Disentangling the marginal from its joint
M Wiese, R Knobloch, R Korn
arXiv preprint arXiv:1907.03361, 2019
142019
Deep Hedging: Continuous Reinforcement Learning for Hedging of General Portfolios across Multiple Risk Aversions
P Murray, B Wood, H Buehler, M Wiese, M Pakkanen
Proceedings of the Third ACM International Conference on AI in Finance, 361-368, 2022
132022
Multi-asset spot and option market simulation
M Wiese, B Wood, A Pachoud, R Korn, H Buehler, P Murray, L Bai
arXiv preprint arXiv:2112.06823, 2021
132021
Signature Trading: A Path-Dependent Extension of the Mean-Variance Framework with Exogenous Signals
O Futter, B Horvath, M Wiese
arXiv preprint arXiv:2308.15135, 2023
32023
Sig-Splines: universal approximation and convex calibration of time series generative models
M Wiese, P Murray, R Korn
arXiv preprint arXiv:2307.09767, 2023
22023
Risk-Neutral Market Simulation
M Wiese, M Phillip
AAAI 2022 Workshop on AI in Financial Services: Adaptiveness, Resilience …, 2022
22022
Verification of the Uniswap v3 Pro-Rata Accounting System
M Brulhardt, M Wiese
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4665156, 2023
2023
Sig‐Wasserstein GANs for conditional time series generation
S Liao, H Ni, M Sabate‐Vidales, L Szpruch, M Wiese, B Xiao
Mathematical Finance, 2023
2023
Simulating spot and equity option markets using rough path signatures
H Buehler, R Korn, A Pachoud, M Wiese, B Wood
https://gateway.newton.ac.uk/presentation/2021-03-16/29953, 2021
2021
Generating Asset Returns with Quant GANs
M Wiese
https://cfe.columbia.edu/sites/default/files/content/slides/Modelling …, 2020
2020
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