dimensionality reduction

Understanding Sparse JL for Feature Hashing NeurIPS 2019 Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis NeurIPS 2019 Unsupervised Feature Selection by Pareto Optimization AAAI 2019 Unsupervised Learning with Contrastive Latent Variable Models AAAI 2019 Unsupervised Low-Rank Representations for Speech Emotion Recognition Interspeech 2019 Video-Based Sentiment Analysis with hvnLBP-TOP Feature and bi-LSTM AAAI 2019 Visualizing the PHATE of Neural Networks NeurIPS 2019 A Biresolution Spectral Framework for Product Quantization CVPR 2018 An Active Feature Transformation Method for Attitude Recognition of Video Bloggers Interspeech 2018 An Analysis of the t-SNE Algorithm for Data Visualization COLT 2018 Approximate Nearest Neighbors in Limited Space COLT 2018 Artificial Bandwidth Extension with Memory Inclusion Using Semi-supervised Stacked Auto-encoders Interspeech 2018 A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA ACML 2018 A Study of the Classification of Low-Dimensional Data with Supervised Manifold Learning JMLR 2018 BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NeurIPS 2018 Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018 Deep Discrete Prototype Multilabel Learning IJCAI 2018 Dimensionality Reduced ℓ^0-Sparse Subspace Clustering AISTATS 2018 Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization NeurIPS 2018 Dimensionality Reduction has Quantifiable Imperfections: Two Geometric Bounds NeurIPS 2018 Dimensionality's Blessing: Clustering Images by Underlying Distribution CVPR 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Fast Similarity Search via Optimal Sparse Lifting NeurIPS 2018 Feature-correlation-aware Gaussian Process Latent Variable Model ACML 2018 Fitting a Putative Manifold to Noisy Data COLT 2018