James Sharpnack

James Sharpnack

University of California Davis - Davis / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1748169
person_outline James Sharpnack's MOST POPULAR ARTICLES
1-) Trend filtering on graphsYX Wang, J Sharpnack, A Smola, R TibshiraniArtificial Intelligence and Statistics, 1042-1050, 20152612015
2-) SSE-PT: Sequential recommendation via personalized transformerL Wu, S Li, CJ Hsieh, J SharpnackProceedings of the 14th ACM Conference on Recommender Systems, 328-337, 20201012020
3-) A sharp error analysis for the fused lasso, with application to approximate changepoint screeningK Lin, JL Sharpnack, A Rinaldo, RJ TibshiraniAdvances in neural information processing systems 30, 201792*2017
4-) Sparsistency of the edge lasso over graphsJ Sharpnack, A Singh, A RinaldoArtificial Intelligence and Statistics, 1028-1036, 2012922012
5-) The DFS fused lasso: Linear-time denoising over general graphsOHM Padilla, J Sharpnack, JG Scott, RJ TibshiraniJournal of Machine Learning Research 18 (176), 1-36, 2018792018