Search Results - Journal of Artificial Intelligence

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    Generative Adversarial Networks: Dynamics

    Published in JMLR (2026)
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    "What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts

    Published in JMLR (2026)
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    Assumption-lean and data-adaptive post-prediction inference

    Published in JMLR (2026)
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    Bagged Regularized k-Distances for Anomaly Detection

    Published in JMLR (2026)
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    Four Axiomatic Characterizations of the Integrated Gradients Attribution Method

    Published in JMLR (2026)
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    Fast Algorithm for Constrained Linear Inverse Problems

    Published in JMLR (2026)
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    High-Rank Irreducible Cartesian Tensor Decomposition and Bases of Equivariant Spaces

    Published in JMLR (2026)
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    Best Linear Unbiased Estimate from Privatized Contingency Tables

    Published in JMLR (2026)
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    Interpretable Global Minima of Deep ReLU Neural Networks on Sequentially Separable Data

    Published in JMLR (2026)
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    Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods

    Published in JMLR (2026)
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    Data-Driven Performance Guarantees for Classical and Learned Optimizers

    Published in JMLR (2026)
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    Contextual Bandits with Stage-wise Constraints

    Published in JMLR (2026)
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    Boosting Causal Additive Models

    Published in JMLR (2026)
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    Frequentist Guarantees of Distributed (Non)-Bayesian Inference

    Published in JMLR (2026)
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    Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection

    Published in JMLR (2026)
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    EMaP: Explainable AI with Manifold-based Perturbations

    Published in JMLR (2026)
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    Autoencoders in Function Space

    Published in JMLR (2026)
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    Nonparametric Regression on Random Geometric Graphs Sampled from Submanifolds

    Published in JMLR (2026)
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    System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning

    Published in JMLR (2026)
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    Distribution Estimation under the Infinity Norm

    Published in JMLR (2026)
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