Lara Kassab

According to our database, Lara Kassab authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sparseness-constrained nonnegative tensor factorization for detecting topics at different time scales.

Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova, Jiahong Yuan

Frontiers Appl. Math. Stat., 2024

2023

Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing.

Scott Howland, Lara Kassab, Keerti Kappagantula, Henry Kvinge, Tegan Emerson

CoRR, 2023

2022

Automatic Infectious Disease Classification Analysis with Concept Discovery.

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

CoRR, 2022

TopTemp: Parsing Precipitate Structure from Temper Topology.

Lara Kassab, Scott Howland, Henry Kvinge, Keerti Sahithi Kappagantula, Tegan Emerson

Proceedings of the Topological, 2022

2021

Semi-supervised Nonnegative Matrix Factorization for Document Classification.

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

Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020

A torus model for optical flow.

Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth

Pattern Recognit. Lett., 2020

Semi-supervised NMF Models for Topic Modeling in Learning Tasks.

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

CoRR, 2020

On Nonnegative Matrix and Tensor Decompositions for COVID-19 Twitter Dynamics.

Lara Kassab, Alona Kryshchenko, Hanbaek Lyu, Denali Molitor, Deanna Needell, Elizaveta Rebrova

CoRR, 2020

An Iterative Method for Structured Matrix Completion.

Henry Adams, Lara Kassab, Deanna Needell

CoRR, 2020

On Large-Scale Dynamic Topic Modeling with Nonnegative CP Tensor Decomposition.

Miju Ahn, Nicole Eikmeier, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Kathryn Leonard, Deanna Needell, R. W. M. A. Madushani, Elena Sizikova, Chuntian Wang

CoRR, 2020

On Nonnegative CP Tensor Decomposition Robustness to Noise.

Jamie Haddock, Lara Kassab, Alona Kryshchenko, Deanna Needell

Proceedings of the Information Theory and Applications Workshop, 2020

An Adaptation for Iterative Structured Matrix Completion.

Lara Kassab, Henry Adams, Deanna Needell

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

On the Nonlinear Statistics of Optical Flow.

Henry Adams, Johnathan Bush, Brittany Carr, Lara Kassab, Joshua Mirth

Proceedings of the Computational Topology in Image Context - 7th International Workshop, 2019