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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

A Note on Sparse Generalized Eigenvalue Problem NIPS 2021
Autoencoding Improves Pre-trained Word Embeddings COLING 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020
An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020
Principal Style Components: Expressive Style Control and Cross-Speaker Transfer in Neural TTS INTERSPEECH 2020
Federated Principal Component Analysis NIPS 2020
Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020
Instance-optimality in differential privacy via approximate inverse sensitivity mechanisms NIPS 2020
Filter Distillation for Network Compression WACV 2020
Gain with no Pain: Efficiency of Kernel-PCA by Nyström Sampling AISTATS 2020
Learning Feature Sparse Principal Subspace NIPS 2020
Communication-Efficient Distributed PCA by Riemannian Optimization ICML 2020
The estimation error of general first order methods COLT 2020
Estimating Principal Components under Adversarial Perturbations COLT 2020
Effect of Spectral Complexity Reduction and Number of Instruments on Musical Enjoyment with Cochlear Implants INTERSPEECH 2020
Stochastic Variance-Reduced Algorithms for PCA with Arbitrary Mini-Batch Sizes AISTATS 2020
On Dimensional Linguistic Properties of the Word Embedding Space ACL 2020
Regularized linear autoencoders recover the principal components, eventually NIPS 2020
Guided Variational Autoencoder for Disentanglement Learning CVPR 2020
Beyond Adjacency Pairs: Hierarchical Clustering of Long Sequences for Human-Machine Dialogues EMNLP 2020
Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract) AAAI 2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020
Online Convex Optimization in the Random Order Model ICML 2020
GANSpace: Discovering Interpretable GAN Controls NIPS 2020
Rotation Invariant Householder Parameterization for Bayesian PCA ICML 2019