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Foundations of Data Science

Short Title: Found. Data Sci.
Publisher: American Institute of Mathematical Sciences (AIMS), Springfield, MO
ISSN: 2639-8001/e
Online: https://www.aimsciences.org/FoDS
Comments: Journal; Published electronic only as of: Vol. 1 (2019). This journal is available open access.
Documents Indexed: 71 Publications (since 2021)
References Indexed: 71 Publications with 3,042 References.
all top 5

Authors

5 Wei, Guowei
3 Adams, Henry
3 Vejdemo-Johansson, Mikael
2 Bocquet, Marc
2 Ding, Zhiyan
2 Evensen, Geir
2 Farchi, Alban
2 Fasy, Brittany Terese
2 Jasra, Ajay
2 Langville, Amy N.
2 Li, Qin
2 Sampson, Christian
2 Sanz-Alonso, Daniel
2 Skraba, Primoz
2 Spiliopoulos, Konstantinos V.
2 Stannat, Wilhelm
2 Topaz, Chad M.
2 Wang, Rui
2 Wu, Hau-Tieng
2 Wu, Jie
2 Yu, Jiahui
1 Abdallah, Hassan
1 Agarwala, Susama
1 Aldroubi, Akram
1 Alian, Aymen
1 Amezcua, Javier
1 Amin, Daniel
1 An, Qingci
1 Anderson, Paul E.
1 Andreeva, Rayna
1 Apte, Amit
1 Artus, Frédérique
1 Babu, Manoj
1 Bailey, Brittney E.
1 Barbiellini, Bernardo
1 Barr, Valerie
1 Baumer, Benjamin S.
1 Belton, Robin Lynne
1 Beltramo, Gabriele
1 Bennett, Justin
1 Berishaj, Maria
1 Bernabeu, Miguel O.
1 Bock, Andreas
1 Bokor, Yossi
1 Boothe, David
1 Cameron, Thomas R.
1 Carlsson, Erik
1 Carlsson, Gunnar E.
1 Carlsson, John Gunnar
1 Carrassi, Alberto
1 Chada, Neil K.
1 Charmot, Sebastian
1 Chartier, Timothy P.
1 Chen, Dong
1 Chen, Duan
1 Chen, Jia
1 Chen, Jiahui
1 Chen, Yongxin
1 Chen, Yuming
1 Chowdury, Asadur
1 Chung, Yu-Min
1 Clark, Linda
1 Cotter, Colin John
1 Cucuringu, Mihai
1 Čufar, Matija
1 Cummins, Bree
1 Cutts, Quintin I.
1 Day, Sarah L.
1 de Moraes, Rafael J.
1 Dees, Ben K.
1 DePavia, Adela
1 Díaz Martín, Rocío
1 Diwadkar, Vaibhav A.
1 Duchin, Moon
1 Eben, Kryštof
1 Engels, Guyliann
1 Farnell, Elin
1 Fattah, Esmail Abdul
1 Fernandes-Nunez, Tayler
1 Fleurantin, Emmanuel
1 Ford, Eric B.
1 Fowler, Alison
1 Franaszczuk, Piotr J.
1 Gearheart, Andrew
1 Gedeon, Tomáš
1 Giarratano, Ylenia
1 Given, Kim
1 Grbić, Jelena
1 Grosjean, Philippe
1 Haario, Heikki
1 Hancock, Stacey A.
1 Hannula, Emma
1 Härkönen, Teemu
1 Hazzan, Orit
1 Hedges, Sarai
1 Herty, Michael Matthias
1 Hess, Kathryn P.
1 Hoang, Truong-Vinh
1 Hoffman, Tyler
1 Horton, Nicholas Jon
...and 114 more Authors

Publications by Year

Citations contained in zbMATH Open

21 Publications have been cited 52 times in 45 Documents Cited by Year
Iterative ensemble Kalman methods: a unified perspective with some new variants. Zbl 1493.65180
Chada, Neil K.; Chen, Yuming; Sanz-Alonso, Daniel
9
2021
HERMES: persistent spectral graph software. Zbl 1482.55001
Wang, Rui; Zhao, Rundong; Ribando-Gros, Emily; Chen, Jiahui; Tong, Yiying; Wei, Guo-Wei
6
2021
The rankability of weighted data from pairwise comparisons. Zbl 1478.62381
Anderson, Paul E.; Chartier, Timothy P.; Langville, Amy N.; Pedings-Behling, Kathryn E.
4
2021
Capturing dynamics of time-varying data via topology. Zbl 1501.37084
Xian, Lu; Adams, Henry; Topaz, Chad M.; Ziegelmeier, Lori
4
2022
Ensemble Kalman inversion for nonlinear problems: weights, consistency, and variance bounds. Zbl 1478.93689
Ding, Zhiyan; Li, Qin; Lu, Jianfeng
3
2021
An international initiative of predicting the SARS-CoV-2 pandemic using ensemble data assimilation. Zbl 1482.92096
Evensen, Geir; Amezcua, Javier; Bocquet, Marc; Carrassi, Alberto; Farchi, Alban; Fowler, Alison; Houtekamer, Pieter L.; Jones, Christopher K.; de Moraes, Rafael J.; Pulido, Manuel; Sampson, Christian; Vossepoel, Femke C.
3
2021
Aspects of topological approaches for data science. Zbl 1501.55004
Grbić, Jelena; Wu, Jie; Xia, Kelin; Wei, Guo-Wei
3
2022
Markov chain simulation for multilevel Monte Carlo. Zbl 1478.65006
Jasra, Ajay; Law, Kody J. H.; Xu, Yaxian
2
2021
Wave-shape oscillatory model for nonstationary periodic time series analysis. Zbl 1489.37110
Lin, Yu-Ting; Malik, John; Wu, Hau-Tieng
2
2021
A Bayesian multiscale deep learning framework for flows in random media. Zbl 07464707
Padmanabha, Govinda Anantha; Zabaras, Nicholas
2
2021
Mean field limit of ensemble square root filters – discrete and continuous time. Zbl 1481.93132
Lange, Theresa; Stannat, Wilhelm
2
2021
Smart gradient – an adaptive technique for improving gradient estimation. Zbl 07547911
Fattah, Esmail Abdul; Van Niekerk, Janet; Rue, Håvard
2
2022
Mean-field and kinetic descriptions of neural differential equations. Zbl 1489.35280
Herty, Michael; Trimborn, Torsten; Visconti, Giuseppe
2
2022
On the linear ordering problem and the rankability of data. Zbl 1484.90046
Cameron, Thomas R.; Charmot, Sebastian; Pulaj, Jonad
1
2021
Normalization effects on shallow neural networks and related asymptotic expansions. Zbl 1493.68325
Yu, Jiahui; Spiliopoulos, Konstantinos
1
2021
Spectral clustering revisited: information hidden in the Fiedler vector. Zbl 1483.31038
DePavia, Adela; Steinerberger, Stefan
1
2021
Homotopy continuation for the spectra of persistent Laplacians. Zbl 1494.55011
Wei, Xiaoqi; Wei, Guo-Wei
1
2021
Learning landmark geodesics using the ensemble Kalman filter. Zbl 1478.68281
Bock, Andreas; Cotter, Colin J.
1
2021
An extension of the angular synchronization problem to the heterogeneous setting. Zbl 1491.60013
Cucuringu, Mihai; Tyagi, Hemant
1
2022
Unbiased parameter inference for a class of partially observed Lévy-process models. Zbl 1489.62004
Ruzayqat, Hamza; Jasra, Ajay
1
2022
Geometric structure guided model and algorithms for complete deconvolution of gene expression data. Zbl 1496.92064
Chen, Duan; Li, Shaoyu; Wang, Xue
1
2022
Capturing dynamics of time-varying data via topology. Zbl 1501.37084
Xian, Lu; Adams, Henry; Topaz, Chad M.; Ziegelmeier, Lori
4
2022
Aspects of topological approaches for data science. Zbl 1501.55004
Grbić, Jelena; Wu, Jie; Xia, Kelin; Wei, Guo-Wei
3
2022
Smart gradient – an adaptive technique for improving gradient estimation. Zbl 07547911
Fattah, Esmail Abdul; Van Niekerk, Janet; Rue, Håvard
2
2022
Mean-field and kinetic descriptions of neural differential equations. Zbl 1489.35280
Herty, Michael; Trimborn, Torsten; Visconti, Giuseppe
2
2022
An extension of the angular synchronization problem to the heterogeneous setting. Zbl 1491.60013
Cucuringu, Mihai; Tyagi, Hemant
1
2022
Unbiased parameter inference for a class of partially observed Lévy-process models. Zbl 1489.62004
Ruzayqat, Hamza; Jasra, Ajay
1
2022
Geometric structure guided model and algorithms for complete deconvolution of gene expression data. Zbl 1496.92064
Chen, Duan; Li, Shaoyu; Wang, Xue
1
2022
Iterative ensemble Kalman methods: a unified perspective with some new variants. Zbl 1493.65180
Chada, Neil K.; Chen, Yuming; Sanz-Alonso, Daniel
9
2021
HERMES: persistent spectral graph software. Zbl 1482.55001
Wang, Rui; Zhao, Rundong; Ribando-Gros, Emily; Chen, Jiahui; Tong, Yiying; Wei, Guo-Wei
6
2021
The rankability of weighted data from pairwise comparisons. Zbl 1478.62381
Anderson, Paul E.; Chartier, Timothy P.; Langville, Amy N.; Pedings-Behling, Kathryn E.
4
2021
Ensemble Kalman inversion for nonlinear problems: weights, consistency, and variance bounds. Zbl 1478.93689
Ding, Zhiyan; Li, Qin; Lu, Jianfeng
3
2021
An international initiative of predicting the SARS-CoV-2 pandemic using ensemble data assimilation. Zbl 1482.92096
Evensen, Geir; Amezcua, Javier; Bocquet, Marc; Carrassi, Alberto; Farchi, Alban; Fowler, Alison; Houtekamer, Pieter L.; Jones, Christopher K.; de Moraes, Rafael J.; Pulido, Manuel; Sampson, Christian; Vossepoel, Femke C.
3
2021
Markov chain simulation for multilevel Monte Carlo. Zbl 1478.65006
Jasra, Ajay; Law, Kody J. H.; Xu, Yaxian
2
2021
Wave-shape oscillatory model for nonstationary periodic time series analysis. Zbl 1489.37110
Lin, Yu-Ting; Malik, John; Wu, Hau-Tieng
2
2021
A Bayesian multiscale deep learning framework for flows in random media. Zbl 07464707
Padmanabha, Govinda Anantha; Zabaras, Nicholas
2
2021
Mean field limit of ensemble square root filters – discrete and continuous time. Zbl 1481.93132
Lange, Theresa; Stannat, Wilhelm
2
2021
On the linear ordering problem and the rankability of data. Zbl 1484.90046
Cameron, Thomas R.; Charmot, Sebastian; Pulaj, Jonad
1
2021
Normalization effects on shallow neural networks and related asymptotic expansions. Zbl 1493.68325
Yu, Jiahui; Spiliopoulos, Konstantinos
1
2021
Spectral clustering revisited: information hidden in the Fiedler vector. Zbl 1483.31038
DePavia, Adela; Steinerberger, Stefan
1
2021
Homotopy continuation for the spectra of persistent Laplacians. Zbl 1494.55011
Wei, Xiaoqi; Wei, Guo-Wei
1
2021
Learning landmark geodesics using the ensemble Kalman filter. Zbl 1478.68281
Bock, Andreas; Cotter, Colin J.
1
2021
all top 5

Cited by 113 Authors

4 Herty, Michael Matthias
4 Wei, Guowei
3 Chada, Neil K.
3 Sanz-Alonso, Daniel
3 Visconti, Giuseppe
2 Chen, Yuming
2 Jasra, Ajay
2 Kim, Hwanwoo
2 Langville, Amy N.
2 Liu, Jian
2 Rue, Håvard
2 Schillings, Claudia
2 Strang, Alexander
2 van Niekerk, Janet
2 Weissmann, Simon
2 Willett, Rebecca M.
2 Wu, Hau-Tieng
2 Wu, Jie
1 Agrawal, Shiv
1 Al-Anbaki, Ali H.
1 Alian, Aymen
1 Anderson, Paul E.
1 Armbruster, Dieter
1 Armstrong, Eve
1 Belton, Robin Lynne
1 Bick, Christian
1 Bishop, Adrian N.
1 Calder, Jeff
1 Cameron, Thomas R.
1 Capistrán, Marcos A.
1 Chang, Haibin
1 Charmot, Sebastian
1 Chartier, Timothy P.
1 Chen, Dong
1 Chen, Duan
1 Chen, Ziyu
1 Chrétien, Stéphane
1 Cotter, Simon L.
1 Cucuringu, Mihai
1 Cummins, Bree
1 Del Moral, Pierre
1 Fasy, Brittany Terese
1 Fiedler, Christian
1 Forsyth, Jessica E.
1 Gaedke-Merzhäuser, Lisa
1 Gedeon, Tomáš
1 Giusti, Chad
1 Gross, Elizabeth
1 Harrington, Heather A.
1 Heng, Jeremy
1 Hickok, Abigail
1 Huang, Daniel Zhengyu
1 Iacomini, Elisa
1 Iglesias, Marco A.
1 Infante, Juan-Antonio
1 Krainski, Elias T.
1 Kramer, Glenn
1 Kröpfl, Fabian
1 Law, Kody J. H.
1 Lecué, Guillaume
1 Lee, Darrick
1 Li, Qian
1 Liao, Qinzhuo
1 Lo, Yu-Lun
1 Lu, Shuai
1 Maier, Roland
1 Mémoli, Facundo
1 Needell, Deanna
1 Neirac, Lucie
1 Park, Sangmin
1 Pedings-Behling, Kathryn E.
1 Perini, Tyler
1 Peterseim, Daniel
1 Plusa, Berenika
1 Porter, Mason Alexander
1 Pulaj, Jonad
1 Ramos, Angel Manuel
1 Rey, José-Manuel
1 Richard, Serge
1 Rom, Michael
1 Rustand, Denis
1 Ruzayqat, Hamza M.
1 Sanz-Alonso, Danie
1 Schaub, Michael T.
1 Schenk, Olaf
1 Schneider, Tapio
1 Segala, Chiara
1 Shapiro, Mark
1 Shelley, Kirk
1 Shrager, Jeff
1 Slepčev, Dejan
1 Spiliopoulos, Konstantinos V.
1 Stuart, Andrew M.
1 Sukheja, Harsh
1 Szczeciński, Leszek L.
1 Tarakanov, Alexander O.
1 Thünen, Anna
1 Tong, Xin Thomson
1 Totzeck, Claudia
1 Trimborn, Torsten
...and 13 more Authors

Citations by Year