Lara Kassab

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Negative Matrix Factorization

Infectious Disease

Matrix Completion

Top Venues

Publications

Scott Howland, Lara Kassab, Keerti Kappagantula, Henry Kvinge, Tegan Emerson
Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing. CoRR (2023)
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
Automatic Infectious Disease Classification Analysis with Concept Discovery. CoRR (2022)
Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula, Tegan Emerson
TopTemp: Parsing Precipitate Structure from Temper Topology. CoRR (2022)
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
Semi-supervised Nonnegative Matrix Factorization for Document Classification. CoRR (2022)
Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula, Tegan Emerson
TopTemp: Parsing Precipitate Structure from Temper Topology. TAG-ML (2022)
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
Semi-supervised Nonnegative Matrix Factorization for Document Classification. ACSCC (2021)
Lara Kassab, Henry Adams, Deanna Needell
An Adaptation for Iterative Structured Matrix Completion. ACSSC (2020)
Miju Ahn, Nicole Eikmeier, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Kathryn Leonard, Deanna Needell, R. W. M. A. Madushani, Elena Sizikova, Chuntian Wang
On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition. CoRR (2020)
Henry Adams, Lara Kassab, Deanna Needell
An Iterative Method for Structured Matrix Completion. CoRR (2020)
Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth
A torus model for optical flow. Pattern Recognit. Lett. 129 (2020)
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
Semi-supervised NMF Models for Topic Modeling in Learning Tasks. CoRR (2020)
Jamie Haddock, Lara Kassab, Alona Kryshchenko, Deanna Needell
On Nonnegative CP Tensor Decomposition Robustness to Noise. ITA (2020)
Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova
On Nonnegative Matrix and Tensor Decompositions for COVID-19 Twitter Dynamics. CoRR (2020)
Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth
On the Nonlinear Statistics of Optical Flow. CTIC (2019)
Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth
On the Nonlinear Statistics of Optical Flow. CoRR (2018)