A practical guide to robust portfolio optimization

C Yin, R Perchet, F Soupé - Quantitative Finance, 2021 - Taylor & Francis
… If we solve Equations (19) or (20), we get: w r o b ∗ = 1 λ Σ − 1 μ -- κ w r o b ∗ T Ω w r o b ∗
Ω w r o b ∗ The optimal robust weights are homothetic with respect to λ . We observe that the …

[PDF][PDF] Predicting the success of volatility targeting strategies: Application to equities and other asset classes

R Perchet, RL De Carvalho, T Heckel… - The Journal of …, 2015 - researchgate.net
Volatility targeting is a systematic strategy that invests in a risky asset and in the risk-free
asset, rebalancing the portfolio in such a way as to keep the ex ante risk at a constant target …

Allocating to thematic investments

…, R Perchet, C Yin, R Leote de Carvalho - Financial Analysts …, 2023 - Taylor & Francis
… X R market thematic + X R region style sector thematic + X R pure theme thematic (1) where
X R … what is explained by the exposure to the equity market as a whole, X R region style …

Mass Customization of Asset Allocation

T Issaoui, R Perchet, O Retière, F Soupé… - The Journal of …, 2022 - joi.pm-research.com
The digital transformation is creating a need for mass customization of tactical asset allocation
(TAA). Asset managers publish TAA qualitative views regularly. However, the construction …

[PDF][PDF] Intertemporal risk parity: A constant volatility framework for factor investing

R Perchet, RL de Carvalho… - Journal of Investment …, 2014 - researchgate.net
… In this paper, we extend the approach of Perchet et al (2014) to factor investing. We focus
on value and momentum factors in equity markets, government bond markets and foreign …

Inter-temporal risk parity: A constant volatility framework for equities and other asset classes

R Perchet, RL Carvalho, T Heckel… - Available at SSRN …, 2014 - papers.ssrn.com
Inter-temporal risk parity is a strategy which rebalances between a risky asset and cash in
order to target a constant level of risk over time. When applied to equities and compared to a …

[PDF][PDF] Insights into robust optimization: decomposing into mean–variance and risk-based portfolios

…, R de Carvahlo, X Lu, R Perchet - The Journal of Investment …, 2016 - researchgate.net
For a number of different formulations of robust portfolio optimization, quadratic and absolute,
we show that (a) in the limit of low uncertainty in estimated asset mean returns, the robust …

Insights into robust portfolio optimization: Decomposing robust portfolios into mean-variance and risk-based portfolios

R Perchet, L Xiao, RL Carvalho… - Available at SSRN …, 2015 - papers.ssrn.com
… In Exhibit 5 we show the R-squared from the regressions used in Exhibit 4 for the projection
of … Finally, in the case where 𝛀is the identity matrix I, we find that the R-squared is no longer …

SIC-MMAB: Synchronisation involves communication in multiplayer multi-armed bandits

E Boursier, V Perchet - Advances in Neural Information …, 2019 - proceedings.neurips.cc
Motivated by cognitive radio networks, we consider the stochastic multiplayer multi-armed
bandit problem, where several players pull arms simultaneously and collisions occur if one of …

A practical algorithm for multiplayer bandits when arm means vary among players

…, E Boursier, E Kaufmann, V Perchet - International …, 2020 - proceedings.mlr.press
We study a multiplayer stochastic multi-armed bandit problem in which players cannot
communicate, and if two or more players pull the same arm, a collision occurs and the involved …