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Kentaro Minami

Error Analysis of Option Pricing via Deep PDE Solvers: Empirical Study

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Nov 13, 2023
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Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling

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Jul 25, 2023
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Uncertainty Aware Trader-Company Method: Interpretable Stock Price Prediction Capturing Uncertainty

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Nov 02, 2022
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Unified Perspective on Probability Divergence via Maximum Likelihood Density Ratio Estimation: Bridging KL-Divergence and Integral Probability Metrics

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Jan 31, 2022
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Contrastive Representation Learning with Trainable Augmentation Channel

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Nov 15, 2021
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What Data Augmentation Do We Need for Deep-Learning-Based Finance?

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Jun 08, 2021
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Trader-Company Method: A Metaheuristic for Interpretable Stock Price Prediction

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Dec 18, 2020
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Deep Portfolio Optimization via Distributional Prediction of Residual Factors

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Dec 14, 2020
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The equivalence between Stein variational gradient descent and black-box variational inference

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Apr 04, 2020
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Smoothness and Stability in GANs

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Feb 11, 2020
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