Nikita Kozodoi

Publications

Peer-reviewed papers & academic research

15
Publications
7
Conferences
3
Journals
2
Preprints
Type:
Year:
SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code
NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle
2025📑 Conference
Publication
Finding the Sweet Spot: Trading Quality, Cost, and Speed During Inference-Time LLM Reflection
KDD 2025 Agentic & GenAI Evaluation Workshop; NeurIPS 2025 Workshop on Efficient Reasoning
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
ECML PKDD 2023 Workshop on ML for Irregular Time Series
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

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