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principal component analysis

316 papers

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Also known as

FPCA K-PCA WPCA PCA

Co-occurring keywords

dimensionality reduction (720) outlier detection (318) representation learning (6174) streaming algorithm (131) online learning (1770) low-rank approximation (322) differential privacy (1010) feature extraction (1578) matrix factorization (529) variational inference (2069)

Papers

Variational Autoencoders Pursue PCA Directions (by Accident) CVPR 2019
The Word Analogy Testing Caveat NAACL 2018
Smooth Sensitivity Based Approach for Differentially Private PCA ALT 2018
Averaging Stochastic Gradient Descent on Riemannian Manifolds COLT 2018
Artificial Intelligence Conferences Closeness IJCAI 2018
Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods COLT 2018
Looking for Structure in Lexical and Acoustic-Prosodic Entrainment Behaviors NAACL 2018
Efficient Anomaly Detection via Matrix Sketching NIPS 2018
DNN Multimodal Fusion Techniques for Predicting Video Sentiment ACL 2018
Streaming Principal Component Analysis in Noisy Setting ICML 2018
Fast Randomized PCA for Sparse Data ACML 2018
Cheap Checking for Cloud Computing: Statistical Analysis via Annotated Data Streams AISTATS 2018
Stochastic PCA with $\ell_2$ and $\ell_1$ Regularization ICML 2018
An Active Feature Transformation Method for Attitude Recognition of Video Bloggers INTERSPEECH 2018
PCA of high dimensional random walks with comparison to neural network training NIPS 2018
Accelerated Stochastic Power Iteration AISTATS 2018
Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization NIPS 2018
Differentially Private Robust Low-Rank Approximation NIPS 2018
Representation Learning of Compositional Data NIPS 2018
Streaming Kernel PCA with $\tilde{O}(\sqrt{n})$ Random Features NIPS 2018
The Price of Fair PCA: One Extra dimension NIPS 2018
The Retroflex-dental Contrast in Punjabi Stops and Nasals: A Principal Component Analysis of Ultrasound Images INTERSPEECH 2018
Minimax Gaussian Classification & Clustering AISTATS 2017
Angle Principal Component Analysis IJCAI 2017
Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors INTERSPEECH 2017