Imanol Pérez Arribas

Imanol Pérez Arribas

University of Oxford

H-index: 10

Europe-United Kingdom

About Imanol Pérez Arribas

Imanol Pérez Arribas, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Oxford, specializes in the field of rough path theory, mathematical finance, machine learning, signatures.

His recent articles reflect a diverse array of research interests and contributions to the field:

Double-execution strategies using path signatures

Signatures in machine learning and finance

Non-parametric pricing and hedging of exotic derivatives

Optimal execution with rough path signatures

Sig-SDEs model for quantitative finance

Generating financial markets with signatures

A data-driven market simulator for small data environments

Anomaly detection on streamed data

Imanol Pérez Arribas Information

University

Position

___

Citations(all)

518

Citations(since 2020)

514

Cited By

139

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

10

i10Index(since 2020)

10

Email

University Profile Page

University of Oxford

Google Scholar

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Imanol Pérez Arribas Skills & Research Interests

rough path theory

mathematical finance

machine learning

signatures

Top articles of Imanol Pérez Arribas

Title

Journal

Author(s)

Publication Date

Double-execution strategies using path signatures

SIAM Journal on Financial Mathematics

Álvaro Cartea

Imanol Pérez Arribas

Leandro Sánchez-Betancourt

2022

Signatures in machine learning and finance

Imanol Perez Arribas

2020

Non-parametric pricing and hedging of exotic derivatives

Applied Mathematical Finance

Terry Lyons

Sina Nejad

Imanol Perez Arribas

2020/11/1

Optimal execution with rough path signatures

SIAM Journal on Financial Mathematics

Jasdeep Kalsi

Terry Lyons

Imanol Perez Arribas

2020

Sig-SDEs model for quantitative finance

Imanol Perez Arribas

Cristopher Salvi

Lukasz Szpruch

2020/10/15

Generating financial markets with signatures

Available at SSRN 3657366

Hans Buehler

Blanka Horvath

Terry Lyons

Imanol Perez Arribas

Ben Wood

2020/7/21

A data-driven market simulator for small data environments

Blanka Horvath

Terry Lyons

Imanol Perez Arribas

Ben Wood

2021/3/16

Anomaly detection on streamed data

Thomas Cochrane

Peter Foster

Terry Lyons

Imanol Perez Arribas

2020/6/5

See List of Professors in Imanol Pérez Arribas University(University of Oxford)