Wavelet kernel penalized estimation for non-equispaced design regression. - Umberto Amato; Anestis Antoniadis; Marianna Pensky (Stat. Comput., 2006)

Confidence Intervals for Reliability and Quantile Functions With Application to NASA Space Flight Data. - A. Heard; Marianna Pensky (IEEE Trans. Reliab., 2006)

BATS: a Bayesian user-friendly software for Analyzing Time Series microarray experiments. - Claudia Angelini; Luisa Cutillo; Daniela De Canditiis; Margherita Mutarelli; Marianna Pensky (BMC Bioinform., 2008)

Bayesian models for two-sample time-course microarray experiments. - Claudia Angelini; Daniela De Canditiis; Marianna Pensky (Comput. Stat. Data Anal., 2009)

Bayesian Models for the Multi-sample Time-Course Microarray Experiments. - Claudia Angelini; Daniela De Canditiis; Marianna Pensky; Naomi Brownstein (CIBB, 2011)

SWIFT: Sparse Withdrawal of Inliers in a First Trial. - Maryam Jaberi; Marianna Pensky; Hassan Foroosh (CVPR, 2015)

Sparse Convolutional Neural Networks. - Baoyuan Liu; Min Wang; Hassan Foroosh; Marshall F. Tappen; Marianna Pensky (CVPR, 2015)

Probabilistic Sparse Subspace Clustering Using Delayed Association. - Maryam Jaberi; Marianna Pensky; Hassan Foroosh (ICPR, 2018)

Denoising strategies for general finite frames. - Daniela De Canditiis; Marianna Pensky; Patrick J. Wolfe (Math. Comput. Simul., 2018)

Sparse One-Time Grab Sampling of Inliers. - Maryam Jaberi; Marianna Pensky; Hassan Foroosh (CoRR, 2019)

Classification with many classes: Challenges and pluses. - Felix Abramovich; Marianna Pensky (J. Multivar. Anal., 2019)

Sparse One-Grab Sampling with Probabilistic Guarantees. - Maryam Jaberi; Marianna Pensky; Hassan Foroosh (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Statistical Inference in Heterogeneous Block Model. - Majid Noroozi; Marianna Pensky (CoRR, 2020)

Is Clustering Advantageous in Statistical Ill-Posed Linear Inverse Problems? - Rasika Rajapakshage; Marianna Pensky (IEEE Trans. Inf. Theory, 2020)

Sparse Popularity Adjusted Stochastic Block Model. - Majid Noroozi; Marianna Pensky; Ramchandra Rimal (J. Mach. Learn. Res., 2021)

ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network. - Xing Fan; Marianna Pensky; Feng Yu 016; Teng Zhang 002 (J. Mach. Learn. Res., 2022)

Sparse subspace clustering in diverse multiplex network model. - Majid Noroozi; Marianna Pensky (J. Multivar. Anal., 2024)

Clustering of Diverse Multiplex Networks. - Marianna Pensky; Yaxuan Wang (IEEE Trans. Netw. Sci. Eng., 2024)

Scalable community detection in massive networks via predictive assignment. - Subhankar Bhadra; Marianna Pensky; Srijan Sengupta (CoRR, 2025)

Perfect Clustering in Very Sparse Diverse Multiplex Networks. - Marianna Pensky (CoRR, 2025)

Signed Diverse Multiplex Networks: Clustering and Inference. - Marianna Pensky (IEEE Trans. Inf. Theory, 2025)