Nikita Kozodoi

Publications

Research and academic papers

13
Publications
6
Conferences
3
Journals
2
Preprints

Research Papers

Peer-reviewed publications and academic research

Finding the Sweet Spot: Trading Quality, Cost, and Speed During Inference-Time LLM Reflection
Agentic & GenAI Evaluation Workshop at KDD 2025
2025📑 Conference
Publication
Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models
European Journal of Operational Research
2025📚 Journal
Probabilistic Demand Forecasting with Graph Neural Networks
Workshop on ML for Irregular Time Series at ECML PKDD 2023
2024📑 Conference
Recency: Prediction with a Single Data Point
Available at SSRN
2023📝 Preprint
Publication
Machine Learning for Credit Risk Analytics
PhD Thesis at HU Berlin
2022🎓 Thesis
Fairness in Credit Scoring: Assessment, Implementation and Profit Implications
European Journal of Operational Research
2022📚 Journal

Academic Reviews

Expert reviewer at leading academic outlets

  • European Journal of Operational Research
  • Decision Support Systems
  • International Journal of Forecasting
  • Expert Systems with Applications
  • Business and Information Systems Engineering
  • Journal of Business Analytics
  • Journal of the Royal Statistical Society
  • The R Journal