Search Results for author: Marc Potters

Found 4 papers, 1 papers with code

Spectral Initialization for High-Dimensional Phase Retrieval with Biased Spatial Directions

no code implementations22 Mar 2024 Pierre Bousseyroux, Marc Potters

We explore a spectral initialization method that plays a central role in contemporary research on signal estimation in nonconvex scenarios.

Retrieval

Excess Out-of-Sample Risk and Fleeting Modes

no code implementations2 May 2022 Jean-Philippe Bouchaud, Iacopo Mastromatteo, Marc Potters, Konstantin Tikhonov

Using Random Matrix Theory, we propose a universal and versatile tool to reveal the existence of "fleeting modes", i. e. portfolios that carry statistically significant excess risk, signalling ex-post a change in the correlation structure in the underlying asset space.

Hedged Monte-Carlo: low variance derivative pricing with objective probabilities

3 code implementations9 Aug 2000 Marc Potters, Jean-Philippe Bouchaud, Dragan Sestovic

We propose a new `hedged' Monte-Carlo (HMC) method to price financial derivatives, which allows to determine simultaneously the optimal hedge.

cond-mat

Noise Dressing of Financial Correlation Matrices

no code implementations20 Oct 1998 Laurent Laloux, Pierre Cizeau, Jean-Philippe Bouchaud, Marc Potters

We show that results from the theory of random matrices are potentially of great interest to understand the statistical structure of the empirical correlation matrices appearing in the study of price fluctuations.

cond-mat

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