2 citations · 5 across the 4 of their papers we have counts for
4 papers
Similarity search on neighbor's graphs with automatic Pareto optimal performance and minimum expected quality setups based on hyperparameter optimization
Eric S. Tellez, Guillermo Ruiz
This manuscript introduces an autotuned algorithm for searching nearest neighbors based on neighbor graphs and optimization metaheuristics to produce Pareto-optimal searches for qu…
Regionalized models for Spanish language variations based on Twitter
Eric S. Tellez, Daniela Moctezuma, Sabino Miranda +2
Spanish is one of the most spoken languages in the globe, but not necessarily Spanish is written and spoken in the same way in different countries. Understanding local language var…
A scalable solution to the nearest neighbor search problem through local-search methods on neighbor graphs
Eric S. Tellez, Guillermo Ruiz, Edgar Chavez +1
Near neighbor search (NNS) is a powerful abstraction for data access; however, data indexing is troublesome even for approximate indexes. For intrinsically high-dimensional data, h…
Proximal Navigation Graphs and t-spanners
Guillermo Ruiz, Edgar Chávez
Let be a metric space, a finite set, and . We call the graph a {\em metric} graph if each edge has we…