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Maxime Bergeron
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2020 – today
- 2023
- [j1]Brian Ning, Sebastian Jaimungal, Xiaorong Zhang, Maxime Bergeron:
Arbitrage-Free Implied Volatility Surface Generation with Variational Autoencoders. SIAM J. Financial Math. 14(4): 1004-1027 (2023) - [c1]Philippe Chatigny, Ivan Sergienko, Ryan Ferguson, Jordan Weir, Maxime Bergeron:
Learning the Efficient Frontier. NeurIPS 2023 - [i4]Vedant Choudhary, Sebastian Jaimungal, Maxime Bergeron:
FuNVol: A Multi-Asset Implied Volatility Market Simulator using Functional Principal Components and Neural SDEs. CoRR abs/2303.00859 (2023) - [i3]Philippe Chatigny, Ivan Sergienko, Ryan Ferguson, Jordan Weir, Maxime Bergeron:
Learning the Efficient Frontier. CoRR abs/2309.15775 (2023) - 2021
- [i2]Xi Li, George Kesidis, David J. Miller, Maxime Bergeron, Ryan Ferguson, Vladimir Lucic:
Robust and Active Learning for Deep Neural Network Regression. CoRR abs/2107.13124 (2021) - [i1]Brian Ning, Sebastian Jaimungal, Xiaorong Zhang, Maxime Bergeron:
Arbitrage-Free Implied Volatility Surface Generation with Variational Autoencoders. CoRR abs/2108.04941 (2021)
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