Golnoosh Babaei

University of Pavia

PhD Student in Computer Engineering

Via San Felice

5

Pavia, Pavia 27100

Italy

SCHOLARLY PAPERS

6

DOWNLOADS

1,043

SSRN CITATIONS

3

CROSSREF CITATIONS

0

Scholarly Papers (6)

1.

Explainable Artificial Intelligence For Crypto Asset Allocation

Number of pages: 18 Posted: 06 Dec 2021
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 298 (192,117)

Abstract:

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Machine learning, Shapley values, Robo-advisory

2.

Which SME is worth an investment? An explainable machine learning approach

Number of pages: 13 Posted: 24 Mar 2021
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 231 (247,610)

Abstract:

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Credit Risk Management, Explainable AI, Expected Return, Financial Technologies

3.

Safeaipackage: A Python Package for AI Risk Measurement

Number of pages: 61 Posted: 01 Apr 2024
Golnoosh Babaei, Paolo Giudici and Emanuela Raffinetti
University of Pavia, University of Pavia and University of Pavia
Downloads 157 (350,212)

Abstract:

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Artificial Intelligence Risk Management, Concordance, Lorenz Curves, Ranks, Responsible Artificial Intelligence, Python

4.

Explainable fintech lending

Number of pages: 22 Posted: 26 Jul 2021
Golnoosh Babaei, Paolo Giudici and Emanuela Raffinetti
University of Pavia, University of Pavia and University of Pavia
Downloads 148 (367,575)
Citation 2

Abstract:

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Credit Risk Management, Explainable AI, Financial Technologies, Random Forest models.

5.

InstanceSHAP: An Instance-Based Estimation Approach for Shapley Values

Number of pages: 17 Posted: 17 Dec 2022
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 107 (470,584)

Abstract:

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Feature attribution, Shapley values, Machine Learning, Explainability

GPT Classifications, with Application to Credit Lending

Number of pages: 12 Posted: 29 Dec 2023 Last Revised: 08 Jan 2024
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 60 (674,046)

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Artificial Intelligence; Large Language Models; Credit Decisions

GPT Classifications, with Application to Credit Lending

Number of pages: 12 Posted: 06 Dec 2023 Last Revised: 16 Jun 2024
Golnoosh Babaei and Paolo Giudici
University of Pavia and University of Pavia
Downloads 42 (793,026)

Abstract:

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Artificial Intelligence, Large Language Models, Credit Decisions