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Advanced Analytics - BBVA

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BBVA believes the knowledge derived from financial data can transform the banking industry and its role in the world. Therefore the Advanced Analytics area performs research in the application of AI to the banking industry. It that takes into account aspects such as bias mitigation, fairness and the ethical and secure usage of information. The privacy and protection of personal data is one of the top priorities, surpassing the legal requirements of the countries BBVA operates.

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INVITED MEMBERS

 

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Clara Higuera Cabañes

Higuera Cabañes, Clara

PhD

Data scientist at BBVA Data & Analytics

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INDUSTRIAL DOCTORATES

 

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Ariza Mayo, Victor

Risk & Opportunities of the transition to a low carbon economy

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Díaz Lanchas, Adrián

Detecting illicit activity to minimise the spread of fraud in dynamic networks

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García Muñoz, Luis Manuel

Application of Machine Learning Techniques in Quantitative Finance

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Guerrero San Martín, Ainhoa

Guerrero San Martín, Ainhoa

Conversational Recommender Systems and their application in the financial field

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Gómez Tejerina, Pedro

Gómez Tejerina, Pedro

Searching for a Universal Predictor for Economic Time Series Using Language Models

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Mahari, Thandiwe Irina

Mahari, Thandiwe Irina

Machine Learning Solutions for Complex Market Risk Models

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Paloma Marin Martínez

Marin Martínez, Paloma

Profitability and adverse flow forecasting in financial markets and multi-contributor platforms

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Christian Ojeda Trejo

Ojeda Trejo, Christian

Algorithmic market-making strategies with stochastic optimization techniques and reinforcement learning

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Jesus Salvador Renero

Renero Quintero, Jesús Salvador

Adding Causal Inference to Reinforcement Learning methods

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Rodriguez, Eddy

Rodriguez, Eddy

Performance metrics for use of a machine learning model in revenue estimators

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Tasar, Emre

Tasar, Emre

Enhancing Fairness in AI Systems: A Study on Uncertainty Quantification for Banking Applications.

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Stivala, Ignacio José

Stivala, Ignacio José

model Bayesian approach for estimating optimal prices in banking products with few observations in Argentina

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Zaballa, Miguel

Zaballa, Miguel

Algorithmic trading strategies for pricing and hedging using covariance matrices with uncertainty