{"total":13,"rows":[{"id":"2210.13193","title":"Langevin dynamics based algorithm e-TH$\\varepsilon$O POULA for stochastic optimization problems with discontinuous stochastic gradient","created":"2022-10-24","cited_by_count":5,"area":null},{"id":"2404.08456","title":"A backward differential deep learning-based algorithm for solving high-dimensional nonlinear backward stochastic differential equations","created":"2024-04-12","cited_by_count":4,"area":null},{"id":"2101.09682","title":"Solving optimal stopping problems with Deep Q-Learning","created":"2021-01-24","cited_by_count":3,"area":null},{"id":"2302.12439","title":"Simultaneous upper and lower bounds of American-style option prices with hedging via neural networks","created":"2023-02-24","cited_by_count":3,"area":null},{"id":"2301.08232","title":"Efficient Pricing and Hedging of High Dimensional American Options Using Recurrent Networks","created":"2023-01-19","cited_by_count":2,"area":null},{"id":"2212.14076","title":"Quantum-Inspired Tensor Neural Networks for Option Pricing","created":"2022-12-28","cited_by_count":1,"area":null},{"id":"2312.13379","title":"Sampling Complexity of Deep Approximation Spaces","created":"2023-12-20","cited_by_count":1,"area":null},{"id":"2105.13320","title":"Neural Options Pricing","created":"2021-05-27","cited_by_count":0,"area":null},{"id":"2304.04049","title":"Deep Generative Modeling with Backward Stochastic Differential Equations","created":"2023-04-08","cited_by_count":0,"area":null},{"id":"2311.04014","title":"A Method to Improve the Performance of Reinforcement Learning Based on the Y Operator for a Class of Stochastic Differential Equation-Based Child-Mother Systems","created":"2023-11-07","cited_by_count":0,"area":null},{"id":"2504.20088","title":"Deep Learning vs. Black-Scholes: Option Pricing Performance on Brazilian Petrobras Stocks","created":"2025-04-25","cited_by_count":0,"area":null},{"id":"2601.11097","title":"KANHedge: Efficient Hedging of High-Dimensional Options Using Kolmogorov-Arnold Network-Based BSDE Solver","created":"2026-01-16","cited_by_count":0,"area":null},{"id":"2609.05434","title":"Deep Learning for Reflected BSDEs: Regularization and Error Analysis","created":"2026-06-27","cited_by_count":0,"area":null}],"next_cursor":null}