| Text Compression for Sentiment Analysis via Evolutionary Algorithms | Sep 20, 2017 | Data CompressionEvolutionary Algorithms | —Unverified | 0 |
| Limiting the Reconstruction Capability of Generative Neural Network using Negative Learning | Aug 16, 2017 | Anomaly DetectionData Compression | —Unverified | 0 |
| Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data | Aug 1, 2017 | Data Compression | —Unverified | 0 |
| Estimating the Fundamental Limits is Easier than Achieving the Fundamental Limits | Jul 5, 2017 | Binary ClassificationData Compression | —Unverified | 0 |
| The Impact of Typicality for Informative Representative Selection | Jul 1, 2017 | Active LearningData Compression | —Unverified | 0 |
| Efficient Manifold and Subspace Approximations with Spherelets | Jun 26, 2017 | ClusteringData Compression | CodeCode Available | 0 |
| From Imitation to Prediction, Data Compression vs Recurrent Neural Networks for Natural Language Processing | May 1, 2017 | Data Compression | —Unverified | 0 |
| Multimodal deep learning approach for joint EEG-EMG data compression and classification | Mar 27, 2017 | Data CompressionDecoder | —Unverified | 0 |
| A description length approach to determining the number of k-means clusters | Feb 28, 2017 | ClusteringData Compression | —Unverified | 0 |
| Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent | Feb 22, 2017 | Data CompressionOpen-Ended Question Answering | —Unverified | 0 |
| Maximum entropy models capture melodic styles | Oct 11, 2016 | Data CompressionMusic Generation | —Unverified | 0 |
| Globally Variance-Constrained Sparse Representation and Its Application in Image Set Coding | Aug 17, 2016 | Data CompressionDictionary Learning | —Unverified | 0 |
| Joint Data Compression and MAC Protocol Design for Smartgrids with Renewable Energy | Jun 15, 2016 | compressed sensingData Compression | —Unverified | 0 |
| Random Projection Estimation of Discrete-Choice Models with Large Choice Sets | Apr 20, 2016 | Data CompressionDimensionality Reduction | —Unverified | 0 |
| XGBoost: A Scalable Tree Boosting System | Mar 9, 2016 | BIG-bench Machine LearningClustering | CodeCode Available | 4 |
| Robust PCA with compressed data | Dec 1, 2015 | Data Compression | —Unverified | 0 |
| The Utility of Clustering in Prediction Tasks | Sep 21, 2015 | ClusteringData Compression | —Unverified | 0 |
| Artificial general intelligence through recursive data compression and grounded reasoning: a position paper | Jun 14, 2015 | Data CompressionInductive Bias | —Unverified | 0 |
| Sparse Multi-layer Image Approximation: Facial Image Compression | Jun 12, 2015 | Data CompressionDictionary Learning | —Unverified | 0 |
| Reduced Basis Decomposition: a Certified and Fast Lossy Data Compression Algorithm | Mar 19, 2015 | Data CompressionDimensionality Reduction | —Unverified | 0 |
| Image Data Compression for Covariance and Histogram Descriptors | Dec 4, 2014 | Data CompressionGeneral Classification | —Unverified | 0 |
| Compressive Mining: Fast and Optimal Data Mining in the Compressed Domain | May 22, 2014 | ClusteringData Compression | —Unverified | 0 |
| Universal Memcomputing Machines | May 5, 2014 | Data Compression | —Unverified | 0 |
| Spatiotemporal Sparse Bayesian Learning with Applications to Compressed Sensing of Multichannel Physiological Signals | Apr 21, 2014 | Brain Computer Interfacecompressed sensing | —Unverified | 0 |
| Improving Bilayer Product Quantization for Billion-Scale Approximate Nearest Neighbors in High Dimensions | Apr 7, 2014 | Data CompressionQuantization | —Unverified | 0 |