dimensionality reduction

Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction AAAI 2019 Convex Formulations for Fair Principal Component Analysis AAAI 2019 Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models ICML 2019 Dimensionality Reduction and (Bucket) Ranking: a Mass Transportation Approach ALT 2019 Dimensionality Reduction for Representing the Knowledge of Probabilistic Models ICLR 2019 Dimensionality Reduction for Tukey Regression ICML 2019 Dimensionality reduction: theoretical perspective on practical measures NeurIPS 2019 Dimension-Free Error Bounds from Random Projections AAAI 2019 Double Nuclear Norm Based Low Rank Representation on Grassmann Manifolds for Clustering CVPR 2019 Effective Dimensionality Reduction for Word Embeddings ACL 2019 Estimation of Non-Normalized Mixture Models AISTATS 2019 From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NeurIPS 2019 Gradient-based Training of Slow Feature Analysis by Differentiable Approximate Whitening ACML 2019 Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019 k-Means Clustering of Lines for Big Data NeurIPS 2019 Large-Scale Sparse Kernel Canonical Correlation Analysis ICML 2019 Latent Semantics Encoding for Label Distribution Learning IJCAI 2019 Learning low-dimensional state embeddings and metastable clusters from time series data NeurIPS 2019 Learning Multiple Maps from Conditional Ordinal Triplets IJCAI 2019 Learning nonlinear level sets for dimensionality reduction in function approximation NeurIPS 2019 Learning Strictly Orthogonal p-Order Nonnegative Laplacian Embedding via Smoothed Iterative Reweighted Method IJCAI 2019 MFPCA: Multiscale Functional Principal Component Analysis AAAI 2019 Multi-Criteria Dimensionality Reduction with Applications to Fairness NeurIPS 2019 Multi-Frequency Vector Diffusion Maps ICML 2019 Multilingual Detection of Hate Speech Against Immigrants and Women in Twitter at SemEval-2019 Task 5: Frequency Analysis Interpolation for Hate in Speech Detection SemEval 2019