Search Results for author: Lalitha Venkataramanan

Found 3 papers, 0 papers with code

Unsupervised clustering of series using dynamic programming and neural processes

no code implementations26 Jan 2021 Karthigan Sinnathamby, Chang-Yu Hou, Lalitha Venkataramanan, Vasileios-Marios Gkortsas, François Fleuret

Following the work of arXiv:2101. 09512, we are interested in clustering a given multi-variate series in an unsupervised manner.

Clustering

Dual Neural Network Architecture for Determining Epistemic and Aleatoric Uncertainties

no code implementations10 Oct 2019 Augustin Prado, Ravinath Kausik, Lalitha Venkataramanan

Machine learning algorithms are often used to estimate the rock and fluid properties from the measured downhole data.

BIG-bench Machine Learning

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