kernel methods

Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces NeurIPS 2018 Demystifying MMD GANs ICLR 2018 Differentiable Compositional Kernel Learning for Gaussian Processes ICML 2018 Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018 Early Stopping for Nonparametric Testing NeurIPS 2018 Efficient and principled score estimation with Nyström kernel exponential families AISTATS 2018 Empirical Risk Minimization Under Fairness Constraints NeurIPS 2018 Equivalence of Multicategory SVM and Simplex Cone SVM: Fast Computations and Statistical Theory ICML 2018 Factor Analysis on a Graph AISTATS 2018 Fast Cross-Validation IJCAI 2018 Fast generalization error bound of deep learning from a kernel perspective AISTATS 2018 Fast Information-theoretic Bayesian Optimisation ICML 2018 Goodness-of-Fit Testing for Discrete Distributions via Stein Discrepancy ICML 2018 High-Speed Tracking With Multi-Kernel Correlation Filters CVPR 2018 Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set EMNLP 2018 Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis AISTATS 2018 KELP: a Kernel-based Learning Platform JMLR 2018 Kernel Conditional Exponential Family AISTATS 2018 Kernel Implicit Variational Inference ICLR 2018 Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor JMLR 2018 Kernel Recursive ABC: Point Estimation with Intractable Likelihood ICML 2018 LAMV: Learning to Align and Match Videos With Kernelized Temporal Layers CVPR 2018 Learning Bounds for Greedy Approximation with Explicit Feature Maps from Multiple Kernels NeurIPS 2018 Learning in Reproducing Kernel Kreı̆n Spaces ICML 2018 Learning with SGD and Random Features NeurIPS 2018