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dimensionality reduction

720 papers

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Also known as

SDR PCA DR

Co-occurring keywords

manifold learning (402) principal component analysis (316) feature extraction (1578) random projection (145) unsupervised learning (3255) representation learning (6174) kernel methods (1096) metric learning (1189) feature selection (649) matrix factorization (529)

Papers

Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction IJCAI 2017
Fried Binary Embedding for High-Dimensional Visual Features CVPR 2017
See without looking: joint visualization of sensitive multi-site datasets IJCAI 2017
Sparse Embedded $k$-Means Clustering NIPS 2017
Sifting Common Information from Many Variables IJCAI 2017
Joint Dimensionality Reduction and Metric Learning: A Geometric Take ICML 2017
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations NIPS 2017
Robust Joint and Individual Variance Explained CVPR 2017
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity SEMEVAL 2017
Skip-Gram − Zipf + Uniform = Vector Additivity ACL 2017
Exemplar-centered Supervised Shallow Parametric Data Embedding IJCAI 2017
Feature Hashing for Language and Dialect Identification ACL 2017
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding EMNLP 2017
Spectral Clustering Based on Local PCA JMLR 2017
Locality Adaptive Discriminant Analysis IJCAI 2017
Multi-Observation Elicitation COLT 2017
Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering ICML 2017
Structured adaptive and random spinners for fast machine learning computations AISTATS 2017
Compressed Least Squares Regression revisited AISTATS 2017
Cross-Spectral Factor Analysis NIPS 2017
Multiscale Strategies for Computing Optimal Transport JMLR 2017
Practical Hash Functions for Similarity Estimation and Dimensionality Reduction NIPS 2017
Reconstruction-based Unsupervised Feature Selection: An Embedded Approach IJCAI 2017
Convolutional 2D LDA for Nonlinear Dimensionality Reduction IJCAI 2017
Multi-view Feature Learning with Discriminative Regularization IJCAI 2017