kernel alignment

Learning Input Encodings for Kernel-Optimal Implicit Neural Representations ICML 2025 Towards a learning theory of representation alignment ICLR 2025 Improved Kernel Alignment Regret Bound for Online Kernel Learning AAAI 2023 System Identification of Neural Systems: If We Got It Right, Would We Know? ICML 2023 Entangled Kernels - Beyond Separability JMLR 2021 Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021 Generalized Shape Metrics on Neural Representations NeurIPS 2021 Localized Simple Multiple Kernel K-Means ICCV 2021 Kernel Alignment Risk Estimator: Risk Prediction from Training Data NeurIPS 2020 Kernel-based Approach for Learning Causal Graphs from Mixed Data PGM 2020 Random Fourier Features via Fast Surrogate Leverage Weighted Sampling AAAI 2020 Entangled Kernels IJCAI 2019 Online Kernel Selection via Incremental Sketched Kernel Alignment IJCAI 2018 Learning Deep Match Kernels for Image-Set Classification CVPR 2017