Marianna Pensky

27 papers A* 2B 1Journal 23Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
LORA-CRAFT: Cross-layer Rank Adaptation via Frozen Tucker Decomposition of Pre-trained Attention Weights.
CoRR
Kasun Dewage, Marianna Pensky, Suranadi De Silva, Shankadeep Mondal
2025 J jnl
Perfect Clustering in Very Sparse Diverse Multiplex Networks.
CoRR
Marianna Pensky
2025 J jnl
Scalable community detection in massive networks via predictive assignment.
CoRR
Subhankar Bhadra, Marianna Pensky, Srijan Sengupta
2025 J jnl
Signed Diverse Multiplex Networks: Clustering and Inference.
IEEE Trans. Inf. Theory
Marianna Pensky
2024 J jnl
Clustering of Diverse Multiplex Networks.
IEEE Trans. Netw. Sci. Eng.
Marianna Pensky, Yaxuan Wang
2024 J jnl
Signed Diverse Multiplex Networks: Clustering and Inference.
CoRR
Marianna Pensky
2024 J jnl
Sparse subspace clustering in diverse multiplex network model.
J. Multivar. Anal.
Majid Noroozi, Marianna Pensky
2022 J jnl
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network.
J. Mach. Learn. Res.
Xing Fan, Marianna Pensky, Feng Yu, Teng Zhang
2022 J jnl
Sparse Subspace Clustering in Diverse Multiplex Network Model.
CoRR
Majid Noroozi, Marianna Pensky
2021 J jnl
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network.
CoRR
Xing Fan, Marianna Pensky, Feng Yu, Teng Zhang
2021 J jnl
Sparse Popularity Adjusted Stochastic Block Model.
J. Mach. Learn. Res.
Majid Noroozi, Marianna Pensky, Ramchandra Rimal
2020 J jnl
Is Clustering Advantageous in Statistical Ill-Posed Linear Inverse Problems?
IEEE Trans. Inf. Theory
Rasika Rajapakshage, Marianna Pensky
2020 J jnl
Statistical Inference in Heterogeneous Block Model.
CoRR
Majid Noroozi, Marianna Pensky
2019 J jnl
Classification with many classes: Challenges and pluses.
J. Multivar. Anal.
Felix Abramovich, Marianna Pensky
2019 J jnl
Sparse One-Grab Sampling with Probabilistic Guarantees.
IEEE Trans. Pattern Anal. Mach. Intell.
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
2019 J jnl
Sparse One-Time Grab Sampling of Inliers.
CoRR
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
2019 J jnl
Sparse Popularity Adjusted Stochastic Block Model.
CoRR
Majid Noroozi, Ramchandra Rimal, Marianna Pensky
2018 J jnl
Denoising strategies for general finite frames.
Math. Comput. Simul.
Daniela De Canditiis, Marianna Pensky, Patrick J. Wolfe
2018 B conf
Probabilistic Sparse Subspace Clustering Using Delayed Association.
ICPR
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
2018 J jnl
Probabilistic Sparse Subspace Clustering Using Delayed Association.
CoRR
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
2015 A* conf
SWIFT: Sparse Withdrawal of Inliers in a First Trial.
CVPR
Maryam Jaberi, Marianna Pensky, Hassan Foroosh
2015 A* conf
Sparse Convolutional Neural Networks.
CVPR
Baoyuan Liu, Min Wang, Hassan Foroosh, Marshall F. Tappen, Marianna Pensky
2011 — conf
Bayesian Models for the Multi-sample Time-Course Microarray Experiments.
CIBB
Claudia Angelini, Daniela De Canditiis, Marianna Pensky, Naomi Brownstein
2009 J jnl
Bayesian models for two-sample time-course microarray experiments.
Comput. Stat. Data Anal.
Claudia Angelini, Daniela De Canditiis, Marianna Pensky
2008 J jnl
BATS: a Bayesian user-friendly software for Analyzing Time Series microarray experiments.
BMC Bioinform.
Claudia Angelini, Luisa Cutillo, Daniela De Canditiis, Margherita Mutarelli, Marianna Pensky
2006 J jnl
Confidence Intervals for Reliability and Quantile Functions With Application to NASA Space Flight Data.
IEEE Trans. Reliab.
A. Heard, Marianna Pensky
2006 J jnl
Wavelet kernel penalized estimation for non-equispaced design regression.
Stat. Comput.
Umberto Amato, Anestis Antoniadis, Marianna Pensky