Andreas Tsanakas

About Andreas Tsanakas

Andreas Tsanakas, With an exceptional h-index of 19 and a recent h-index of 16 (since 2020), a distinguished researcher at City University, specializes in the field of actuarial science, risk management, risk measures, model uncertainty, sensitivity analysis.

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

Shared exposures or management fashions? Drivers of cross-industry convergence of textual risk disclosures

A multi-task network approach for calculating discrimination-free insurance prices

Differential Sensitivity in Discontinuous Models

What is fair? Proxy discrimination vs. demographic disparities in insurance pricing

An impossibility theorem on capital allocation

Discrimination-free insurance pricing

A discussion of discrimination and fairness in insurance pricing

Interpreting deep learning models with marginal attribution by conditioning on quantiles

Andreas Tsanakas Information

University

Position

Reader in Actuarial Science Cass Business School

Citations(all)

1483

Citations(since 2020)

675

Cited By

1054

hIndex(all)

19

hIndex(since 2020)

16

i10Index(all)

30

i10Index(since 2020)

24

Email

University Profile Page

Google Scholar

Andreas Tsanakas Skills & Research Interests

actuarial science

risk management

risk measures

model uncertainty

sensitivity analysis

Top articles of Andreas Tsanakas

Title

Journal

Author(s)

Publication Date

Shared exposures or management fashions? Drivers of cross-industry convergence of textual risk disclosures

Drivers of cross-industry convergence of textual risk disclosures (February 19, 2024)

Lei Fang

Gianvito Lanzolla

Andreas Tsanakas

2024/2/19

A multi-task network approach for calculating discrimination-free insurance prices

European Actuarial Journal

Mathias Lindholm

Ronald Richman

Andreas Tsanakas

Mario V Wüthrich

2023/11/8

Differential Sensitivity in Discontinuous Models

arXiv preprint arXiv:2310.06151

Silvana M Pesenti

Pietro Millossovich

Andreas Tsanakas

2023/10/9

What is fair? Proxy discrimination vs. demographic disparities in insurance pricing

Proxy Discrimination vs. Demographic Disparities in Insurance Pricing (May 2, 2023)

Mathias Lindholm

Ronald Richman

Andreas Tsanakas

Mario V Wuthrich

2023/5/2

An impossibility theorem on capital allocation

Scandinavian Actuarial Journal

Yuanying Guan

Andreas Tsanakas

Ruodu Wang

2023/3/16

Discrimination-free insurance pricing

ASTIN Bulletin: The Journal of the IAA

Mathias Lindholm

Ronald Richman

Andreas Tsanakas

Mario V Wüthrich

2022/1

A discussion of discrimination and fairness in insurance pricing

arXiv preprint arXiv:2209.00858

Mathias Lindholm

Ronald Richman

Andreas Tsanakas

Mario V Wüthrich

2022/9/2

Interpreting deep learning models with marginal attribution by conditioning on quantiles

Data Mining and Knowledge Discovery

Michael Merz

Ronald Richman

Andreas Tsanakas

Mario V Wüthrich

2022/7

Efficient evaluation of alternative reinsurance strategies using control variates

European Actuarial Journal

Ioannis Kyriakou

Andreas Tsanakas

2022/6

astin Bulletin

Mario Wüthrich

Yair Babad

Arthur Charpentier

Marcus Christiansen

Griselda Deelstra

...

2022

Insurance valuation: A two-step generalised regression approach

ASTIN Bulletin: The Journal of the IAA

Karim Barigou

Valeria Bignozzi

Andreas Tsanakas

2022/1

Insurance Data Science: A Collection of Cutting-Edge Research in the Annals of Actuarial Science

Expanding Horizons

Andreas Tsanakas

2021/8

Scenario Weights for Importance Measurement (SWIM)–an R package for sensitivity analysis

Annals of Actuarial Science

Silvana M Pesenti

Alberto Bettini

Pietro Millossovich

Andreas Tsanakas

2021/7

Cascade sensitivity measures

Risk Analysis

Silvana M Pesenti

Pietro Millossovich

Andreas Tsanakas

2021/12

special issue insurance data science

Annals of Actuarial Science

K Antonio

C Dutang

A Tsanakas

2021

A theory of multivariate stress testing

Available at SSRN 3966204

Pietro Millossovich

Andreas Tsanakas

Ruodu Wang

2021/11/18

Copula model selection using image recognition

Available at SSRN 3951401

Andreas Tsanakas

Rui Zhu

2021/10/27

Sensitivity analysis with χ2-divergences

Insurance: Mathematics and Economics

Vaishno Devi Makam

Pietro Millossovich

Andreas Tsanakas

2021/9/1

Non-discriminatory insurance pricing

M Lindholm

R Richman

A Tsanakas

MV Wüthrich

2020/1/16

Digital Technology Adoption and Changes in Management Priorities

Academy of Management Proceedings

Lei Fang

Gianvito Lanzolla

Andreas Tsanakas

2020

See List of Professors in Andreas Tsanakas University(City University)

Co-Authors

academic-engine