kernel methods

Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation CVPR 2016 Dual Space Gradient Descent for Online Learning NeurIPS 2016 Efficient Temporal Sequence Comparison and Classification Using Gram Matrix Embeddings on a Riemannian Manifold CVPR 2016 Equiangular Kernel Dictionary Learning With Applications to Dynamic Texture Analysis CVPR 2016 Fast Algorithms for Linear and Kernel SVM+ CVPR 2016 Fast DPP Sampling for Nystrom with Application to Kernel Methods ICML 2016 Functional Gradient Motion Planning in Reproducing Kernel Hilbert Spaces RSS 2016 Generalized Discriminant Analysis (GDA) for Improved i-Vector Based Speaker Recognition Interspeech 2016 Gromov-Wasserstein Averaging of Kernel and Distance Matrices ICML 2016 Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels JMLR 2016 Interpretable Distribution Features with Maximum Testing Power NeurIPS 2016 K2-ABC: Approximate Bayesian Computation with Kernel Embeddings AISTATS 2016 Kernel Mean Shrinkage Estimators JMLR 2016 Kernel Observers: Systems-Theoretic Modeling and Inference of Spatiotemporally Evolving Processes NeurIPS 2016 Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds CVPR 2016 L1-regularized Neural Networks are Improperly Learnable in Polynomial Time ICML 2016 Large Scale Online Kernel Learning JMLR 2016 Learning Kernels with Random Features NeurIPS 2016 Learning Theory for Distribution Regression JMLR 2016 Low-Rank Regression with Tensor Responses NeurIPS 2016 Megaman: Scalable Manifold Learning in Python JMLR 2016 Minimax Estimation of Maximum Mean Discrepancy with Radial Kernels NeurIPS 2016 Minimax Optimal Alternating Minimization for Kernel Nonparametric Tensor Learning NeurIPS 2016 Object Tracking via Dual Linear Structured SVM and Explicit Feature Map CVPR 2016 On Quantile Regression in Reproducing Kernel Hilbert Spaces with the Data Sparsity Constraint JMLR 2016