Amine Aboussalah

Assistant Professor in artificial intelligence and machine learning at NYU

Research Expertise

Machine Learning

Reinforcement Learning

Optimization

Information Geometry

Quantitative Finance

Computer Science Applications

Artificial Intelligence

Finance

Pharmacology (medical)

Public Administration

Sociology and Political Science

About

**Assistant Professor – New York University** Tandon School of Engineering, Department of Finance & Risk Engineering with cross-appointment in the Department of Electrical and Computer Engineering * Research – Developing new machine learning and control algorithms for real world dynamical systems applications. * Teaching – Machine learning graduate courses.

Publications

Lipid accumulation and oxidation in glioblastoma multiforme

Scientific Reports

2019

Continuous control with Stacked Deep Dynamic Recurrent Reinforcement Learning for portfolio optimization

Expert Systems with Applications

2020

What is the value of the cross-sectional approach to deep reinforcement learning?

Quantitative Finance

2021

A Multi-Agent Deep Reinforcement Learning Framework for VWAP Strategy Optimization

2022 International Joint Conference on Neural Networks (IJCNN)

2022

Symmetry Augmentation Using Direct Sum for Time Series Reinforcement Learning

SSRN Electronic Journal

2020

Quantum computing reduces systemic risk in financial networks

Scientific Reports

2023

Out of sight, out of mind: The impact of lockdown measures on sentiment towards refugees

Journal of Information Technology & Politics

2023

Curbing Xenophobia? Assessing the Impact of COVID-19 Lockdown Measures on Anti-Refugee Sentiment in Turkey

SSRN Electronic Journal

2021

Quantum computing reduces systemic risk in financial networks

Unknown Venue

2022

Topological Phase Space Reconstruction For Augmented Real-World Reinforcement Learning

SSRN Electronic Journal

2021

Exploratory data analysis on temperature data of Indian states from 1800–2013 (Analysis of trends in temperature data for prediction modelling)

2016 2nd International Conference on Next Generation Computing Technologies (NGCT)

2016

Can the Problems Faced by the Boeing 787 Dreamliner Be Explained by Boeing’s Innovative Supply Chain Strategy?

SSRN Electronic Journal

2013

Option Pricing beyond Black-Scholes Model: Quantum Mechanics Approach

Journal of Economic Science Research

2020

Education

University of Toronto

Ph.D., Machine Learning and Mathematical Optimization / November, 2022

Toronto, Ontario, Canada

Experience

World Bank Group

Fujitsu AI Research Laboratory

NASA Jet Propulsion Laboratory

Canadian Space Agence (CSA)

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