3 papers
eess.SP2023
Unlabelled Sensing with Priors: Algorithm and Bounds
Garweet Sresth, Ajit Rajwade, Satish Mulleti
In this study, we consider a variant of unlabelled sensing where the measurements are sparsely permuted, and additionally, a few correspondences are known. We present an estimator…
cs.CV2023
Efficient Neural Network based Classification and Outlier Detection for Image Moderation using Compressed Sensing and Group Testing
Sabyasachi Ghosh, Sanyam Saxena, Ajit Rajwade
Popular social media platforms employ neural network based image moderation engines to classify images uploaded on them as having potentially objectionable content. Such moderation…
stat.ML2023
Estimating Joint Probability Distribution With Low-Rank Tensor Decomposition, Radon Transforms and Dictionaries
Pranava Singhal, Waqar Mirza, Ajit Rajwade +1
In this paper, we describe a method for estimating the joint probability density from data samples by assuming that the underlying distribution can be decomposed as a mixture of pr…