Brijnesh J. Jain

Homogeneity of Cluster Ensembles

2016 · arXiv (Cornell University)

The expectation and the mean of partitions generated by a cluster ensemble are not unique in general. This issue poses challenges in statistical inference and cluster stability. In this contribution, we state sufficient conditions for …

Generalized Gradient Learning on Time Series under Elastic\n Transformations

2015 · arXiv (Cornell University)

The majority of machine learning algorithms assumes that objects are\nrepresented as vectors. But often the objects we want to learn on are more\nnaturally represented by other data structures such as sequences and time\nseries. For these …