Nikita Kozodoi

12 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fighting sampling bias: A framework for training and evaluating credit scoring models.
Eur. J. Oper. Res.
Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou
2025 J jnl
Finding the Sweet Spot: Trading Quality, Cost, and Speed During Inference-Time LLM Reflection.
CoRR
Jack Butler, Nikita Kozodoi, Zainab Afolabi, Brian Tyacke, Gaiar Baimuratov
2024 J jnl
Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models.
CoRR
Nikita Kozodoi, Stefan Lessmann, Morteza Alamgir, Luís Moreira-Matias, Konstantinos Papakonstantinou
2024 J jnl
Probabilistic Demand Forecasting with Graph Neural Networks.
CoRR
Nikita Kozodoi, Elizaveta Zinovyeva, Simon Valentin, João Pereira, Rodrigo Agundez
2022 J jnl
Fairness in credit scoring: Assessment, implementation and profit implications.
Eur. J. Oper. Res.
Nikita Kozodoi, Johannes Jacob, Stefan Lessmann
2022 — —
Machine Learning for Credit Risk Analytics
Nikita Kozodoi
2021 J jnl
Fairness in Credit Scoring: Assessment, Implementation and Profit Implications.
CoRR
Nikita Kozodoi, Johannes Jacob, Stefan Lessmann
2020 — conf
Multi-objective Particle Swarm Optimization for Feature Selection in Credit Scoring.
MIDAS@PKDD/ECML
Nikita Kozodoi, Stefan Lessmann
2019 J jnl
A multi-objective approach for profit-driven feature selection in credit scoring.
Decis. Support Syst.
Nikita Kozodoi, Stefan Lessmann, Konstantinos Papakonstantinou, Yiannis Gatsoulis, Bart Baesens
2019 J jnl
Shallow Self-Learning for Reject Inference in Credit Scoring.
CoRR
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou
2019 — conf
Shallow Self-learning for Reject Inference in Credit Scoring.
ECML/PKDD (3)
Nikita Kozodoi, Panagiotis Katsas, Stefan Lessmann, Luís Moreira-Matias, Konstantinos Papakonstantinou
2018 — conf
Profit-Oriented Feature Selection in Credit Scoring Applications.
OR
Nikita Kozodoi, Stefan Lessmann, Bart Baesens, Konstantinos Papakonstantinou