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Nikita Kozodoi

Papers

15Publications
Citations
599
Total
7
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Papers

Conference2026

Are We Merging the Right Models? Impact of Expert Training Duration on Model Merging for LLMs

ICML 2026 Workshop on Weight-Space Symmetries

PDFPublisher
Conference2025

SWE-InfraBench: Evaluating Language Models on Cloud Infrastructure Code

NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle

IEEE Summit 2026

PDFPublisher
Conference2025

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

PDFPublisher
Journal2025

Fighting Sampling Bias: A Framework for Training and Evaluating Credit Scoring Models

European Journal of Operational Research

PDFPublisher
Conference2024

Probabilistic Demand Forecasting with Graph Neural Networks

ECML PKDD 2023 Workshop on ML for Irregular Time Series

PDFPublisher
Preprint2023

Recency: Prediction with a Single Data Point

Available at SSRN

PDFPublisher
Thesis2022

Machine Learning for Credit Risk Analytics

PhD Thesis at HU Berlin

PDFPublisher
Journal2022

Fairness in Credit Scoring: Assessment, Implementation and Profit Implications

European Journal of Operational Research

PDFPublisher
Package2021

Fairness: Algorithmic Fairness Metrics

R Package on CRAN

PDFPublisher
Conference2020

Multi-Objective Particle Swarm Optimization for Feature Selection in Credit Scoring

ECML PKDD 2020 Workshop on Mining Data for Financial Applications

PDFPublisher
Conference2020

Shallow Self-Learning for Reject Inference in Credit Scoring

ECML PKDD 2019 Proceedings

PDFPublisher
Preprint2020

Predicting Revenues with the Multiplier Heuristic

Available at SSRN

PDFPublisher
Journal2019

A Multi-Objective Approach for Profit-Driven Feature Selection in Credit Scoring

Decision Support Systems

PDFPublisher
Conference2019

Profit-Oriented Feature Selection in Credit Scoring Applications

Operations Research 2018 Proceedings

PDFPublisher
Conference2018

Recency: Prediction with Smart Data

AMA Winter Academic Conference Proceedings

PDFPublisher

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

© 2026 Nikita Kozodoi. All opinions are my own.