2 citations · 2 across the 2 of their papers we have counts for
3 papers
On the Detection of Anomalous or Out-Of-Distribution Data in Vision Models Using Statistical Techniques
Laura O'Mahony, David JP O'Sullivan, Nikola S. Nikolov
Out-of-distribution data and anomalous inputs are vulnerabilities of machine learning systems today, often causing systems to make incorrect predictions. The diverse range of data…
UserReg: A Simple but Strong Model for Rating Prediction
Haiyang Zhang, Ivan Ganchev, Nikola S. Nikolov +1
Collaborative filtering (CF) has achieved great success in the field of recommender systems. In recent years, many novel CF models, particularly those based on deep learning or gra…
The Weighted Barycenter Drawing Recognition Problem
Peter Eades, Patrick Healy, Nikola S. Nikolov
We consider the question of whether a given graph drawing of a triconnected planar graph is a weighted barycenter drawing. We answer the question with an elegant arithmetic…