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Amine Mohamed Aboussalah
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Year
Lipid accumulation and oxidation in glioblastoma multiforme
B Taïb, AM Aboussalah, M Moniruzzaman, S Chen, NJ Haughey, SF Kim, ...
Nature Scientific Reports 9 (1), 19593, 2019
962019
Continuous control with stacked deep dynamic recurrent reinforcement learning for portfolio optimization
AM Aboussalah, CG Lee
Expert Systems with Applications 140, 112891, 2020
892020
What is the value of the cross-sectional approach to deep reinforcement learning?
AM Aboussalah, Z Xu, CG Lee
Quantitative Finance, 1-21, 2021
252021
A Deep Reinforcement Learning Framework For Column Generation
C Chi, AM Aboussalah, EB Khalil, J Wang, Z Sherkat-Masoumi
Neural Information Processing Systems (NeurIPS), 2022
192022
Recursive Time Series Data Augmentation
AM Aboussalah, M Kwon, RG Patel, C Chi, CG Lee
International Conference on Learning Representations (ICLR), 2023
13*2023
Quantum computing reduces systemic risk in financial networks
AM Aboussalah, C Chi, CG Lee
Nature Scientific Reports 13 (1), 3990, 2023
3*2023
Curbing Xenophobia? Assessing the Impact of COVID-19 Lockdown Measures on Anti-Refugee Sentiment in Turkey
A Abdul Reda, AM Aboussalah, S Sinanoğlu
World Bank Policy Research Working Paper Series, 2021
3*2021
Out of sight, out of mind: The impact of lockdown measures on sentiment towards refugees
AA Reda, A Sinanoglu, Semuhi, Aboussalah
Journal of Information Technology & Politics, 2023
2*2023
Exploiting Structure to Mitigate Risk in Real-world Financial Control Problems
AM Aboussalah
University of Toronto, 2022
2022
Topological Phase Space Reconstruction For Augmented Real-World Reinforcement Learning
AM Aboussalah
SSRN preprint, 2021
2021
Symmetry-Augmented Representation for Time Series
AM Aboussalah, CG Lee
2021
Forecasting local warming: Missing data generation and future temperature prediction
AM Aboussalah, C Neal
Research Group in Decision Analysis (GERAD), 2016
2016
Can the problems faced by the Boeing 787 Dreamliner be explained by Boeing’s innovative supply chain strategy?
AM Aboussalah, T De Pommereau, R Leyder, J Wagon, T Wattinne
HEC Paris, 2013
2013
Beyond Black-Scholes: A Bayesian Reinforcement Learning Approach for Option Pricing
X Li, A Aboussalah
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Articles 1–14