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linear operator

12 papers

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Co-occurring keywords · papers mentioning both

operator learning (2) inverse problem (2) convergence rate (2) generalization bound (2) hilbert space (2) gaussian process (2) convex optimization (2) learning bound (1) hilbert-schmidt norm (1) constrained regression (1)

Papers

On the Benefits of Active Data Collection in Operator Learning ICML 2025 Quantifying Memory Utilization with Effective State-Size ICML 2025 Representing LLMs in Prompt Semantic Task Space EMNLP 2025 Online Infinite-Dimensional Regression: Learning Linear Operators ALT 2024 CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra NeurIPS 2023 GibbsDDRM: A Partially Collapsed Gibbs Sampler for Solving Blind Inverse Problems with Denoising Diffusion Restoration ICML 2023 Neural Fields with Hard Constraints of Arbitrary Differential Order NeurIPS 2023 Learning the optimal Tikhonov regularizer for inverse problems NeurIPS 2021 Gaussian Processes with Linear Operator Inequality Constraints JMLR 2019 Optimal Minimization of the Sum of Three Convex Functions with a Linear Operator AISTATS 2019 Convex Optimization With Abstract Linear Operators ICCV 2015 Bounds for Linear Multi-Task Learning JMLR 2006