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fractal dimension

8 papers

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Co-occurring keywords

generalization bound (652) mutual information (724) topological data analysis (122) neural network (6616) rademacher complexity (109) neural network optimization (1293) topological complexity (2) discrete-time dynamics (1) lossless compression (41) generalization gap (42)

Papers

Fractal Calibration for Long-tailed Object Detection CVPR 2025
Trajectory-Dependent Generalization Bounds for Pairwise Learning with φ-mixing Samples IJCAI 2025
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms NIPS 2024
On the Limitations of Fractal Dimension as a Measure of Generalization NIPS 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