Training data influence analysis and estimation: a survey von Hammoudeh, Zayd, Lowd, Daniel

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Improving Markov network structure learning using decision trees von Lowd, Daniel, Davis, Jesse

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Efficient Weight Learning for Markov Logic Networks von Lowd, Daniel, Domingos, Pedro

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MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants von Heibel, John, Lowd, Daniel

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Training Data Influence Analysis and Estimation: A Survey von Hammoudeh, Zayd, Lowd, Daniel

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Provable Robustness Against a Union of $\ell_0$ Adversarial Attacks von Hammoudeh, Zayd, Lowd, Daniel

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Identifying a Training-Set Attack's Target Using Renormalized Influence Estimation von Hammoudeh, Zayd, Lowd, Daniel

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Reducing Certified Regression to Certified Classification for General Poisoning Attacks von Hammoudeh, Zayd, Lowd, Daniel

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Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees von Brophy, Jonathan, Lowd, Daniel

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Ontology-Based Deep Restricted Boltzmann Machine von Wang, Hao, Dou, Dejing, Lowd, Daniel

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Machine Unlearning for Random Forests von Brophy, Jonathan, Lowd, Daniel

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TREX: Tree-Ensemble Representer-Point Explanations von Brophy, Jonathan, Lowd, Daniel

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Large Language Models Are Better Adversaries: Exploring Generative Clean-Label Backdoor Attacks Against Text Classifiers von You, Wencong, Hammoudeh, Zayd, Lowd, Daniel

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Ontology Matching with Knowledge Rules von Jiang, Shangpu, Lowd, Daniel, Kafle, Sabin, Dou, Dejing

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MaPPing Your Model: Assessing the Impact of Adversarial Attacks on LLM-based Programming Assistants von Heibel, John, Lowd, Daniel

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Provable Robustness Against a Union of \(\ell_0\) Adversarial Attacks von Hammoudeh, Zayd, Lowd, Daniel

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Learning from Positive and Unlabeled Data with Arbitrary Positive Shift von Hammoudeh, Zayd, Lowd, Daniel

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EGGS: A Flexible Approach to Relational Modeling of Social Network Spam von Brophy, Jonathan, Lowd, Daniel

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Adapting and Evaluating Influence-Estimation Methods for Gradient-Boosted Decision Trees von Brophy, Jonathan, Hammoudeh, Zayd, Lowd, Daniel

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Reducing Certified Regression to Certified Classification for General Poisoning Attacks von Hammoudeh, Zayd, Lowd, Daniel

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