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fractal dimension

8 papers

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Co-occurring keywords · papers mentioning both

generalization bound (6) mutual information (3) topological data analysis (3) neural network (2) rademacher complexity (2) neural network optimization (2) topological complexity (1) discrete-time dynamics (1) lossless compression (1) generalization gap (1)

Papers

Fractal Calibration for Long-tailed Object Detection CVPR 2025 Trajectory-Dependent Generalization Bounds for Pairwise Learning with φ-mixing Samples IJCAI 2025 On the Limitations of Fractal Dimension as a Measure of Generalization NeurIPS 2024 Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms NeurIPS 2024 Generalization Bounds using Data-Dependent Fractal Dimensions ICML 2023 Generalization Guarantees via Algorithm-dependent Rademacher Complexity COLT 2023 Rate-Distortion Theoretic Generalization Bounds for Stochastic Learning Algorithms COLT 2022 Fractal Dimension Invariant Filtering and Its CNN-Based Implementation CVPR 2017