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Aleksandar Bojchevski

Robust Conformal Prediction with a Single Binary Certificate

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Mar 07, 2025
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KurTail : Kurtosis-based LLM Quantization

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Mar 03, 2025
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SafePowerGraph: Safety-aware Evaluation of Graph Neural Networks for Transmission Power Grids

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Jul 17, 2024
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Conformal Inductive Graph Neural Networks

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Jul 12, 2024
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Robust Yet Efficient Conformal Prediction Sets

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Jul 12, 2024
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SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors

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May 30, 2024
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Are GATs Out of Balance?

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Oct 25, 2023
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Hierarchical Randomized Smoothing

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Oct 24, 2023
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Probing Graph Representations

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Mar 07, 2023
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Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks

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Feb 06, 2023
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