Search Results - Wollschläger, Tom

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  1. 1
    Energy-based Epistemic Uncertainty for Graph Neural Networks

    Energy-based Epistemic Uncertainty for Graph Neural Networks by Fuchsgruber, Dominik, Wollschläger, Tom, Günnemann, Stephan

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  2. 2
    Uncertainty for Active Learning on Graphs

    Uncertainty for Active Learning on Graphs by Fuchsgruber, Dominik, Wollschläger, Tom, Charpentier, Bertrand, Oroz, Antonio, Günnemann, Stephan

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  3. 3
    Expressivity and Generalization: Fragment-Biases for Molecular GNNs

    Expressivity and Generalization: Fragment-Biases for Molecular GNNs by Wollschläger, Tom, Kemper, Niklas, Hetzel, Leon, Sommer, Johanna, Günnemann, Stephan

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  4. 4
    Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness

    Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness by Campi, Francesco, Gosch, Lukas, Wollschläger, Tom, Scholten, Yan, Günnemann, Stephan

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  5. 5
    Localized Randomized Smoothing for Collective Robustness Certification

    Localized Randomized Smoothing for Collective Robustness Certification by Schuchardt, Jan, Wollschläger, Tom, Bojchevski, Aleksandar, Günnemann, Stephan

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  6. 6
    Certifiably Robust Encoding Schemes

    Certifiably Robust Encoding Schemes by Saxena, Aman, Wollschläger, Tom, Franco, Nicola, Lorenz, Jeanette Miriam, Günnemann, Stephan

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  7. 7
    Discrete Randomized Smoothing Meets Quantum Computing

    Discrete Randomized Smoothing Meets Quantum Computing by Wollschläger, Tom, Saxena, Aman, Franco, Nicola, Lorenz, Jeanette Miriam, Günnemann, Stephan

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  8. 8
    Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space

    Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space by Ketata, Mohamed Amine, Gao, Nicholas, Sommer, Johanna, Wollschläger, Tom, Günnemann, Stephan

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  9. 9
    Attacking Large Language Models with Projected Gradient Descent

    Attacking Large Language Models with Projected Gradient Descent by Geisler, Simon, Wollschläger, Tom, Abdalla, M H I, Gasteiger, Johannes, Günnemann, Stephan

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  10. 10
    Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness

    Efficient MILP Decomposition in Quantum Computing for ReLU Network Robustness by Franco, Nicola, Wollschläger, Tom, Poggel, Benedikt, Günnemann, Stephan, Lorenz, Jeanette Miriam

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  11. 11
    Uncertainty Estimation for Molecules: Desiderata and Methods

    Uncertainty Estimation for Molecules: Desiderata and Methods by Wollschläger, Tom, Gao, Nicholas, Charpentier, Bertrand, Ketata, Mohamed Amine, Günnemann, Stephan

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