conftrace_

canonical correlation analysis

111 papers

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Also known as

CCA

Co-occurring keywords

representation learning (6206) multi-view learning (391) dimensionality reduction (720) multimodal learning (4645) principal component analysis (316) neural network (6616) unsupervised learning (3264) convolutional neural network (4226) centered kernel alignment (18) kernel methods (1097)

Papers

SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NIPS 2017
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings IJCNLP 2017
Deep Canonical Time Warping CVPR 2016
Aggregating Image and Text Quantized Correlated Components CVPR 2016
Efficient Globally Convergent Stochastic Optimization for Canonical Correlation Analysis NIPS 2016
A Simple and Provable Algorithm for Sparse Diagonal CCA ICML 2016
Multi-view Anomaly Detection via Robust Probabilistic Latent Variable Models NIPS 2016
CNN-N-Gram for Handwriting Word Recognition CVPR 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis ICML 2016
Nonparametric Canonical Correlation Analysis ICML 2016
Triphone State-Tying via Deep Canonical Correlation Analysis INTERSPEECH 2016
Beyond CCA: Moment Matching for Multi-View Models ICML 2016
Learning Query and Image Similarities With Ranking Canonical Correlation Analysis ICCV 2015
On Deep Multi-View Representation Learning ICML 2015
Alternating Co-Quantization for Cross-Modal Hashing ICCV 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis ICML 2015
Multi-Label Cross-Modal Retrieval ICCV 2015
Linear Dimensionality Reduction: Survey, Insights, and Generalizations JMLR 2015
Extracting Latent Structure From Multiple Interacting Neural Populations NIPS 2014
Cluster Canonical Correlation Analysis AISTATS 2014
large scale canonical correlation analysis with iterative least squares NIPS 2014
Randomized Nonlinear Component Analysis ICML 2014
Multi-View Super Vector for Action Recognition CVPR 2014
Canonical Correlation Analysis based on Hilbert-Schmidt Independence Criterion and Centered Kernel Target Alignment ICML 2013
Correlated random features for fast semi-supervised learning NIPS 2013