Algorithms in future capital markets
A Koshiyama, N Firoozye… - Available at SSRN …, 2020 - papers.ssrn.com
Abstract This paper reviews Artificial Intelligence (AI), Machine Learning (ML) and
associated algorithms in future Capital Markets. New AI algorithms are constantly emerging …
associated algorithms in future Capital Markets. New AI algorithms are constantly emerging …
Generative adversarial networks for financial trading strategies fine-tuning and combination
A Koshiyama, N Firoozye, P Treleaven - Quantitative Finance, 2021 - Taylor & Francis
Systematic trading strategies are algorithmic procedures that allocate assets aiming to
optimize a certain performance criterion. To obtain an edge in a highly competitive …
optimize a certain performance criterion. To obtain an edge in a highly competitive …
Algorithms in future insurance markets
M Śmietanka, A Koshiyama… - International Journal of …, 2021 - papers.ssrn.com
This paper reviews the impact of data science and artificial intelligence (AI) on future
'datadriven'insurance markets. The impact of insurance automation (driven by so-called …
'datadriven'insurance markets. The impact of insurance automation (driven by so-called …
Canonical portfolios: Optimal asset and signal combination
This paper presents a novel framework for analyzing the optimal asset and signal
combination problem. Our approach builds upon the dynamic portfolio selection problem …
combination problem. Our approach builds upon the dynamic portfolio selection problem …
QuantNet: transferring learning across trading strategies
Systematic financial trading strategies account for over 80% of trade volume in equities and
a large chunk of the foreign exchange market. In spite of the availability of data from multiple …
a large chunk of the foreign exchange market. In spite of the availability of data from multiple …
Quantnet: Transferring learning across systematic trading strategies
Systematic financial trading strategies account for over 80% of trade volume in equities and
a large chunk of the foreign exchange market. In spite of the availability of data from multiple …
a large chunk of the foreign exchange market. In spite of the availability of data from multiple …
Artificial intelligence (AI) and retail investment
I Sifat - Available at SSRN 4539625, 2023 - papers.ssrn.com
This paper evaluates artificial intelligence's (AI's) foray into financial markets and the
resultant implications for theory and practice. I argue for reevaluating mainstream financial …
resultant implications for theory and practice. I argue for reevaluating mainstream financial …
[PDF][PDF] Artificial Intelligence (AI) and Future Retail Investment
I Sifat - 2023 - researchgate.net
This paper pioneers an interdisciplinary framework integrating behavioral finance, ethics,
and cuttingedge machine learning to elucidate the promise and perils as AI proliferates in …
and cuttingedge machine learning to elucidate the promise and perils as AI proliferates in …
Canonical portfolios: Optimal asset and signal combination
V Tan, N Firoozye, S Zohren - 2023 - discovery.ucl.ac.uk
We present a novel framework for analyzing the optimal asset and signal combination
problem, which builds upon the dynamic portfolio selection problem of Brandt and Santa …
problem, which builds upon the dynamic portfolio selection problem of Brandt and Santa …
Algorithms in future capital markets: a survey on AI, ML and associated algorithms in capital markets
A Koshiyama, N Firoozye, P Treleaven - Proceedings of the First ACM …, 2020 - dl.acm.org
This paper reviews Artificial Intelligence (AI), Machine Learning (ML) and associated
algorithms in future Capital Markets. New AI algorithms are constantly emerging, with …
algorithms in future Capital Markets. New AI algorithms are constantly emerging, with …