Lara Kassab

20 papers Misc 2Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Block Gauss-Seidel methods for t-product tensor regression.
CoRR
Alejandra Castillo, Jamie Haddock, Iryna Hartsock, Paulina Hoyos, Lara Kassab, Alona Kryshchenko, Kamila Larripa, Deanna Needell, Shambhavi Suryanarayanan, Karamatou Yacoubou Djima
2025 J jnl
Quantile-Based Randomized Kaczmarz for Corrupted Tensor Linear Systems.
CoRR
Alejandra Castillo, Jamie Haddock, Iryna Hartsock, Paulina Hoyos, Lara Kassab, Alona Kryshchenko, Kamila Larripa, Deanna Needell, Shambhavi Suryanarayanan, Karamatou Yacoubou Djima
2024 J jnl
Randomized Kaczmarz methods for t-product tensor linear systems with factorized operators.
CoRR
Alejandra Castillo, Jamie Haddock, Iryna Hartsock, Paulina Hoyos, Lara Kassab, Alona Kryshchenko, Kamila Larripa, Deanna Needell, Shambhavi Suryanarayanan, Karamatou Yacoubou Djima
2024 J jnl
Sparseness-constrained nonnegative tensor factorization for detecting topics at different time scales.
Frontiers Appl. Math. Stat.
Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova, Jiahong Yuan
2024 J jnl
Towards a Fairer Non-negative Matrix Factorization.
CoRR
Lara Kassab, Erin George, Deanna Needell, Haowen Geng, Nika Jafar Nia, Aoxi Li
2023 J jnl
Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing.
CoRR
Scott Howland, Lara Kassab, Keerti Kappagantula, Henry Kvinge, Tegan Emerson
2022 J jnl
Automatic Infectious Disease Classification Analysis with Concept Discovery.
CoRR
Elena Sizikova, Joshua Vendrow, Xu Cao, Rachel Grotheer, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Thomas Merkh, R. W. M. A. Madushani, Kenny Moise, Annie Ulichney, Huy V. Vo, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell
2022 J jnl
Semi-supervised Nonnegative Matrix Factorization for Document Classification.
CoRR
Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard
2022 — conf
TopTemp: Parsing Precipitate Structure from Temper Topology.
TAG-ML
Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula, Tegan Emerson
2022 J jnl
TopTemp: Parsing Precipitate Structure from Temper Topology.
CoRR
Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula, Tegan Emerson
2021 — conf
Semi-supervised Nonnegative Matrix Factorization for Document Classification.
ACSCC
Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard
2020 J jnl
A torus model for optical flow.
Pattern Recognit. Lett.
Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth
2020 Misc conf
An Adaptation for Iterative Structured Matrix Completion.
ACSSC
Lara Kassab, Henry Adams, Deanna Needell
2020 J jnl
An Iterative Method for Structured Matrix Completion.
CoRR
Henry Adams, Lara Kassab, Deanna Needell
2020 J jnl
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition.
CoRR
Miju Ahn, Nicole Eikmeier, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Kathryn Leonard, Deanna Needell, R. W. M. A. Madushani, Elena Sizikova, Chuntian Wang
2020 Misc conf
On Nonnegative CP Tensor Decomposition Robustness to Noise.
ITA
Jamie Haddock, Lara Kassab, Alona Kryshchenko, Deanna Needell
2020 J jnl
On Nonnegative Matrix and Tensor Decompositions for COVID-19 Twitter Dynamics.
CoRR
Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova
2020 J jnl
Semi-supervised NMF Models for Topic Modeling in Learning Tasks.
CoRR
Jamie Haddock, Lara Kassab, Sixian Li, Alona Kryshchenko, Rachel Grotheer, Elena Sizikova, Chuntian Wang, Thomas Merkh, R. W. M. A. Madushani, Miju Ahn, Deanna Needell, Kathryn Leonard
2019 — conf
On the Nonlinear Statistics of Optical Flow.
CTIC
Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth
2018 J jnl
On the Nonlinear Statistics of Optical Flow.
CoRR
Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth