Pradeep Ravikumar

96 papers and 2.9k indexed citations i.

Pradeep Ravikumar has authored 96 papers that have received a total of 2.9k indexed citations. This includes 71 papers in Artificial Intelligence, 35 papers in Statistics and Probability and 28 papers in Computational Mechanics. The topics of these papers are Statistical Methods and Inference (32 papers), Sparse and Compressive Sensing Techniques (28 papers) and Machine Learning and Algorithms (23 papers). Pradeep Ravikumar is often cited by papers focused on Statistical Methods and Inference (32 papers), Sparse and Compressive Sensing Techniques (28 papers) and Machine Learning and Algorithms (23 papers) and collaborates with scholars based in United States, India and Taiwan. Pradeep Ravikumar's co-authors include Inderjit S. Dhillon, Cho‐Jui Hsieh, Martin J. Wainwright, Eunho Yang and Arindam Banerjee and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Information Theory and The Annals of Statistics.