Search Results for author: Vishnu Menon

Found 4 papers, 0 papers with code

Challenges Faced by Large Language Models in Solving Multi-Agent Flocking

no code implementations6 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.

Decision Making

Subspace clustering without knowing the number of clusters: A parameter free approach

no code implementations10 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.

Clustering

Structured and Unstructured Outlier Identification for Robust PCA: A Non iterative, Parameter free Algorithm

no code implementations11 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.

Fast, Parameter free Outlier Identification for Robust PCA

no code implementations13 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.

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