507 citations
- Indiana University BloomingtonUS4 papers
- Indiana UniversityUS3 papers
- Bellevue Hospital CenterUS2 papers
- DEVCOM Army Research LaboratoryUS1 paper
- HES-SO University of Applied Sciences and Arts Western SwitzerlandCH1 paper
- Khalifa University of Science and TechnologyAE1 paper
- Los Alamos National LaboratoryUS1 paper
- Louisiana State UniversityUS1 paper
- Masdar Institute of Science and Technology1 paper
- New York University Abu DhabiAE1 paper
- Pacific Northwest National LaboratoryUS1 paper
- Skolkovo Institute of Science and TechnologyRU1 paper
4 papers · 1 filter
Visualization of Big Spatial Data using Coresets for Kernel Density Estimates
Yan Zheng, Yi Ou, Alexander Lex +1
The size of large, geo-located datasets has reached scales where visualization of all data points is inefficient. Random sampling is a method to reduce the size of a dataset, yet i…
Classification of super-modular categories by rank
Paul Bruillard, César Galindo, Siu-Hung Ng +3
We pursue a classification of low-rank super-modular categories parallel to that of modular categories. We classify all super-modular categories up to rank=, and spin modular ca…
On the effectiveness of feature set augmentation using clusters of word embeddings
Georgios Balikas, Ioannis Partalas
Word clusters have been empirically shown to offer important performance improvements on various tasks. Despite their importance, their incorporation in the standard pipeline of fe…
Aggressive Sampling for Multi-class to Binary Reduction with Applications to Text Classification
Bikash Joshi, Massih-Reza Amini, Ioannis Partalas +2
We address the problem of multi-class classification in the case where the number of classes is very large. We propose a double sampling strategy on top of a multi-class to binary…