2 papers
eess.SP2022
Robust Trajectory-based Density Estimation for Geometric Structure Recovery: Theory and Applications
Turner Richmond, Namita Lokare, Qian Ge +1
With the rise of the Internet of Things, strategies for effectively processing big data are essential for discovering meaningul insights. The time series datasets produced by group…
cs.LG2018
RULLS: Randomized Union of Locally Linear Subspaces for Feature Engineering
Namita Lokare, Jorge Silva, Ilknur Kaynar Kabul
Feature engineering plays an important role in the success of a machine learning model. Most of the effort in training a model goes into data preparation and choosing the right rep…