no code implementations • 6 Apr 2024 • Peihan Li, Vishnu Menon, Bhavanaraj Gudiguntla, Daniel Ting, Lifeng Zhou
Flocking is a behavior where multiple agents in a system attempt to stay close to each other while avoiding collision and maintaining a desired formation.
no code implementations • 10 Sep 2019 • Vishnu Menon, Gokularam M, Sheetal Kalyani
In this work, a parameter free method for subspace clustering is proposed, where the data points are clustered on the basis of the difference in statistical distribution of the angles subtended by the data points within a subspace and those by points belonging to different subspaces.
no code implementations • 11 Sep 2018 • Vishnu Menon, Sheetal Kalyani
Most of the existing methods for this model assumes either the knowledge of the dimension of the lower dimensional subspace or the fraction of outliers in the system.
no code implementations • 13 Apr 2018 • Vishnu Menon, Sheetal Kalyani
Robust PCA, the problem of PCA in the presence of outliers has been extensively investigated in the last few years.