User profiles for Jonathan Mostovoy
Jonathan MostovoyPhD Student, University of Toronto Verified email at math.toronto.edu Cited by 56 |
[HTML][HTML] Building machine learning systems for automated ESG scoring
Although investing in environmental, social, and governance (ESG)-driven portfolios is
already a large and growing portion of global assets under management, applications of …
already a large and growing portion of global assets under management, applications of …
Weak supervision and Black-Litterman for automated ESG portfolio construction
A Sokolov, K Caverly, J Mostovoy… - The Journal of …, 2021 - jfds.pm-research.com
The authors propose an approach that combines modern machine learning techniques in
natural language processing with portfolio optimization to incorporate views of companies’ …
natural language processing with portfolio optimization to incorporate views of companies’ …
[HTML][HTML] Assessing the impact of sustainability on fund flows: an excess information approach and US-based case study
A Sokolov, J Mostovoy, E Losing… - The Journal of Impact …, 2022 - pm-research.com
Motivated by studies of the interplay between environmental, social and governance (ESG)
factors and fund flows, the authors demonstrate an alternative approach for analyzing the …
factors and fund flows, the authors demonstrate an alternative approach for analyzing the …
[PDF][PDF] Building machine learning systems to automate ESG index construction
Although investing in Environment-Social-Governance (ESG) driven portfolios is already a
large and growing portion of global assets under management, applications of quantitative …
large and growing portion of global assets under management, applications of quantitative …
[PDF][PDF] Integrating health and economic parameters to optimize COVID-19 mitigation strategies
The COVID-19 pandemic has unequivocally impacted nearly every individual, household,
business, and organization on a global scale, with wide-ranging consequences for which …
business, and organization on a global scale, with wide-ranging consequences for which …
[PDF][PDF] Neural Embeddings of Financial Time-Series Data
A Sokolov, J Mostovoy, B Parker… - The Journal of Financial …, 2020 - seco.risklab.ca
The dominant approaches for financial portfolio construction are reliant on estimating sample
covariance and correlations matrices, which serve as an input into a number of classical …
covariance and correlations matrices, which serve as an input into a number of classical …
Practical Applications of Weak Supervision and Black–Litterman for Automated ESG Portfolio Construction
A Sokolov, K Caverly, J Mostovoy, T Fahoum… - Practical …, 2021 - pm-research.com
In Weak Supervision and Black–Litterman for Automated ESG Portfolio Construction , published
in the Summer 2021 issue of The Journal of Financial Data Science, Alik Sokolov of SR.…
in the Summer 2021 issue of The Journal of Financial Data Science, Alik Sokolov of SR.…
On Arbitrage-Free Pricing in Numeraire-Free Markets: With Applications to Forex and Cryptocurrency
J Mostovoy, T Domínguez, L Seco - … of the First International Forum on …, 2021 - Springer
Our work presents several mechanisms to calculate indicative prices for forex and cryptocurrency
markets in terms of a numeraire Numeraire-free market . One of the mechanisms is …
markets in terms of a numeraire Numeraire-free market . One of the mechanisms is …
[PDF][PDF] MMF1922H: Data Science for Investment and Finance
O ce Hours - math.toronto.edu
This is an introduction to mathematical and statistical methods in industrial applications.,
focussing on extracting information from large data sets. We cover techniques and principles of …
focussing on extracting information from large data sets. We cover techniques and principles of …
Four Easy Pieces: How to Turn Hybrid Around
J Selway - The Journal of Trading, 2007 - pm-research.com
Last October, NYSE began a fundamental transformation from floor-based to technology-driven
marketplace via Phase 3 of the Hybrid platform. Almost a year later, NYSE has lost …
marketplace via Phase 3 of the Hybrid platform. Almost a year later, NYSE has lost …