Nikita Kozodoi
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Academic research papers
15
Publications
7
Conferences
3
Journals
2
Preprints
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2025
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2018
SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code
NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle
2025
📑 Conference
Abstract
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
Abstract
Publication
Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models
European Journal of Operational Research
2025
📚 Journal
Abstract
PDF
Publication
Probabilistic Demand Forecasting with Graph Neural Networks
ECML PKDD 2023 Workshop on ML for Irregular Time Series
2024
📑 Conference
Abstract
PDF
Publication
Recency: Prediction with a Single Data Point
Available at SSRN
2023
📝 Preprint
Abstract
Publication
Machine Learning for Credit Risk Analytics
PhD Thesis at HU Berlin
2022
🎓 Thesis
Abstract
PDF
Publication
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Academic Reviews
Expert reviewer at leading academic outlets
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European Journal of Operational Research
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Decision Support Systems
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International Journal of Forecasting
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Expert Systems with Applications
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Business and Information Systems Engineering
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Journal of Business Analytics
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Journal of the Royal Statistical Society
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The R Journal