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Hedging with Linear Regressions and Neural Networks
v1v2v3 (latest)

Hedging with Linear Regressions and Neural Networks

Journal of business & economic statistics (JBES), 2020
19 April 2020
Johannes Ruf
Weiguan Wang
ArXiv (abs)PDFHTML

Papers citing "Hedging with Linear Regressions and Neural Networks"

9 / 9 papers shown
Application of Deep Reinforcement Learning to At-the-Money S&P 500 Options Hedging
Application of Deep Reinforcement Learning to At-the-Money S&P 500 Options HedgingWorking papers (WP), 2025
Zofia Bracha
Paweł Sakowski
Jakub Michañków
AIFin
201
0
0
10 Oct 2025
Generative Neural Operators of Log-Complexity Can Simultaneously Solve Infinitely Many Convex Programs
Generative Neural Operators of Log-Complexity Can Simultaneously Solve Infinitely Many Convex Programs
Anastasis Kratsios
Ariel Neufeld
Philipp Schmocker
114
2
0
20 Aug 2025
Distributional Adversarial Attacks and Training in Deep Hedging
Distributional Adversarial Attacks and Training in Deep Hedging
Guangyi He
Tobias Sutter
Lukas Gonon
AAML
165
0
0
20 Aug 2025
Enhancing Black-Scholes Delta Hedging via Deep Learning
Enhancing Black-Scholes Delta Hedging via Deep Learning
Chunhui Qiao
Xiangwei Wan
174
1
0
28 Jul 2024
Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance
Implementing Quantum Generative Adversarial Network (qGAN) and QCBM in Finance
Santanu Ganguly
GAN
248
5
0
15 Aug 2023
Hedging option books using neural-SDE market models
Hedging option books using neural-SDE market modelsSocial Science Research Network (SSRN), 2022
Samuel N. Cohen
C. Reisinger
Sheng Wang
73
4
0
31 May 2022
Detecting data-driven robust statistical arbitrage strategies with deep
  neural networks
Detecting data-driven robust statistical arbitrage strategies with deep neural networksSIAM Journal on Financial Mathematics (SIFIN), 2022
Ariel Neufeld
J. Sester
Daiying Yin
205
5
0
07 Mar 2022
Trading Signals In VIX Futures
Trading Signals In VIX FuturesApplied Mathematical Finance (AMF), 2021
M. Avellaneda
T. Li
A. Papanicolaou
Gaozhan Wang
183
5
0
02 Mar 2021
KrigHedge: Gaussian Process Surrogates for Delta Hedging
KrigHedge: Gaussian Process Surrogates for Delta HedgingApplied Mathematical Finance (AMF), 2020
M. Ludkovski
Yuri F. Saporito
409
6
0
16 Oct 2020
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