User profiles for Jonathan Mostovoy

Jonathan Mostovoy

PhD Student, University of Toronto
Verified email at math.toronto.edu
Cited by 56

[HTML][HTML] Building machine learning systems for automated ESG scoring

A Sokolov, J Mostovoy, J Ding… - The Journal of Impact …, 2021 - jesg.pm-research.com
Although investing in environmental, social, and governance (ESG)-driven portfolios is
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’ …

[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 …

[PDF][PDF] Building machine learning systems to automate ESG index construction

A Sokolov, J Mostovoy, J Ding, L Seco - 2020 - seco.risklab.ca
Although investing in Environment-Social-Governance (ESG) driven portfolios is already a
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

A Sokolov, Y Chen, J Mostovoy, A Robert, L Seco… - Covid Economics, 2020 - cepr.org
The COVID-19 pandemic has unequivocally impacted nearly every individual, household,
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 …

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.…

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 …

[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 …

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 …