| 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 |
