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Danial Dervovic

ELATE: Evolutionary Language model for Automated Time-series Engineering

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Aug 20, 2025
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Model Evaluation in the Dark: Robust Classifier Metrics with Missing Labels

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Apr 25, 2025
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MAFE: Multi-Agent Fair Environments for Decision-Making Systems

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Feb 25, 2025
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Are Logistic Models Really Interpretable?

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Jun 19, 2024
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Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models

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Jun 04, 2024
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Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports

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Apr 09, 2024
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Surrogate Assisted Monte Carlo Tree Search in Combinatorial Optimization

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Mar 14, 2024
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Balancing Fairness and Accuracy in Data-Restricted Binary Classification

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Mar 12, 2024
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Bounding the Excess Risk for Linear Models Trained on Marginal-Preserving, Differentially-Private, Synthetic Data

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Feb 06, 2024
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A Canonical Data Transformation for Achieving Inter- and Within-group Fairness

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Oct 23, 2023
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