Marianna Pensky

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 16

Top Topics

High Dimensional Feature Spaces

Clustering Algorithm

Sparse Representation

Subspace Clustering

Top Venues

J. Mach. Learn. Res.

J. Multivar. Anal.

Publications

Majid Noroozi, Marianna Pensky
Sparse subspace clustering in diverse multiplex network model. J. Multivar. Anal. 203 (2024)
Marianna Pensky
Signed Diverse Multiplex Networks: Clustering and Inference. CoRR (2024)
Marianna Pensky, Yaxuan Wang
Clustering of Diverse Multiplex Networks. IEEE Trans. Netw. Sci. Eng. 11 (4) (2024)
Majid Noroozi, Marianna Pensky
Sparse Subspace Clustering in Diverse Multiplex Network Model. CoRR (2022)
Xing Fan, Marianna Pensky, Feng Yu, Teng Zhang
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network. J. Mach. Learn. Res. 23 (2022)
Xing Fan, Marianna Pensky, Feng Yu, Teng Zhang
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network. CoRR (2021)
Majid Noroozi, Marianna Pensky, Ramchandra Rimal
Sparse Popularity Adjusted Stochastic Block Model. J. Mach. Learn. Res. 22 (2021)
Rasika Rajapakshage, Marianna Pensky
Is Clustering Advantageous in Statistical Ill-Posed Linear Inverse Problems? IEEE Trans. Inf. Theory 66 (11) (2020)
Majid Noroozi, Marianna Pensky
Statistical Inference in Heterogeneous Block Model. CoRR (2020)
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Sparse One-Time Grab Sampling of Inliers. CoRR (2019)
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Sparse One-Grab Sampling with Probabilistic Guarantees. IEEE Trans. Pattern Anal. Mach. Intell. 41 (12) (2019)
Felix Abramovich, Marianna Pensky
Classification with many classes: Challenges and pluses. J. Multivar. Anal. 174 (2019)
Majid Noroozi, Ramchandra Rimal, Marianna Pensky
Sparse Popularity Adjusted Stochastic Block Model. CoRR (2019)
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Probabilistic Sparse Subspace Clustering Using Delayed Association. ICPR (2018)
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
Probabilistic Sparse Subspace Clustering Using Delayed Association. CoRR (2018)
Daniela De Canditiis, Marianna Pensky, Patrick J. Wolfe
Denoising strategies for general finite frames. Math. Comput. Simul. 147 (2018)
Baoyuan Liu, Min Wang, Hassan Foroosh, Marshall F. Tappen, Marianna Pensky
Sparse Convolutional Neural Networks. CVPR (2015)
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
SWIFT: Sparse Withdrawal of Inliers in a First Trial. CVPR (2015)
Claudia Angelini, Daniela De Canditiis, Marianna Pensky, Naomi Brownstein
Bayesian Models for the Multi-sample Time-Course Microarray Experiments. CIBB (2011)
Claudia Angelini, Daniela De Canditiis, Marianna Pensky
Bayesian models for two-sample time-course microarray experiments. Comput. Stat. Data Anal. 53 (5) (2009)
Claudia Angelini, Luisa Cutillo, Daniela De Canditiis, Margherita Mutarelli, Marianna Pensky
BATS: a Bayesian user-friendly software for Analyzing Time Series microarray experiments. BMC Bioinform. 9 (2008)
A. Heard, Marianna Pensky
Confidence Intervals for Reliability and Quantile Functions With Application to NASA Space Flight Data. IEEE Trans. Reliab. 55 (4) (2006)
Umberto Amato, Anestis Antoniadis, Marianna Pensky
Wavelet kernel penalized estimation for non-equispaced design regression. Stat. Comput. 16 (1) (2006)