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Efstratios Manolakis

5 papers hereh-index 212 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • q-fin.ST3
  • q-fin.PM2

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedEnd-to-End Large Portfolio Optimization for Variance Minimization with Neural Networks through Covariance Cleaning

3 citations · 6 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

q-fin.ST2024

Multivariate Distributions in Non-Stationary Complex Systems II: Empirical Results for Correlated Stock Markets

Anton J. Heckens, Efstratios Manolakis, Cedric Schuhmann +1

Multivariate Distributions are needed to capture the correlation structure of complex systems. In previous works, we developed a Random Matrix Model for such correlated multivariat…

q-fin.ST2024★ 2 cited

Multivariate Distributions in Non-Stationary Complex Systems I: Random Matrix Model and Formulae for Data Analysis

Efstratios Manolakis, Anton J. Heckens, Benjamin Köhler +1

Risk assessment for rare events is essential for understanding systemic stability in complex systems. As rare events are typically highly correlated, it is important to study heavy…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.