Alona Kryshchenko

15 papers Misc 1Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A non-parametric optimal design algorithm for population pharmacokinetics.
CoRR
Markus Hovd, Alona Kryshchenko, Michael Neely, Julian Otalvaro, Alan Schumitzky, Walter M. Yamada
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
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
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 — conf
COVID-19 Literature Topic-Based Search via Hierarchical NMF.
NLP4COVID@EMNLP
Rachel Grotheer, Longxiu Huang, Yihuan Huang, Alona Kryshchenko, Oleksandr Kryshchenko, Pengyu Li, Xia Li, Elizaveta Rebrova, Kyung Ha, Deanna Needell
2020 J jnl
COVID-19 Literature Topic-Based Search via Hierarchical NMF.
CoRR
Rachel Grotheer, Yihuan Huang, Pengyu Li, Elizaveta Rebrova, Deanna Needell, Longxiu Huang, Alona Kryshchenko, Xia Li, Kyung Ha, Oleksandr Kryshchenko
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
2013 J jnl
NPEST: a nonparametric method and a database for transcription start site prediction.
Quant. Biol.
Tatiana V. Tatarinova, Alona Kryshchenko, Martin Triska, Mehedi Hassan, Denis J. Murphy, Michael Neely, Alan Schumitzky