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BibTeX records: Cristina Garcia-Cardona
@inproceedings{DBLP:conf/bigdataconf/KannanGRS23, author = {Ramakrishnan Kannan and Cristina Garcia{-}Cardona and Balasubramaniam Radhakrishnan and Sudip K. Seal}, editor = {Jingrui He and Themis Palpanas and Xiaohua Hu and Alfredo Cuzzocrea and Dejing Dou and Dominik Slezak and Wei Wang and Aleksandra Gruca and Jerry Chun{-}Wei Lin and Rakesh Agrawal}, title = {A Deep Learning Pipeline for Optimizing Large-scale Phase Field Simulations}, booktitle = {{IEEE} International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023}, pages = {1744--1753}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/BigData59044.2023.10386699}, doi = {10.1109/BIGDATA59044.2023.10386699}, timestamp = {Fri, 02 Feb 2024 12:00:39 +0100}, biburl = {https://dblp.org/rec/conf/bigdataconf/KannanGRS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ipps/WangSKGPJ23, author = {Tianle Wang and Sudip K. Seal and Ramakrishnan Kannan and Cristina Garcia{-}Cardona and Thomas Proffen and Shantenu Jha}, title = {A Parallel Machine Learning Workflow for Neutron Scattering Data Analysis}, booktitle = {{IEEE} International Parallel and Distributed Processing Symposium, {IPDPS} 2023 - Workshops, St. Petersburg, FL, USA, May 15-19, 2023}, pages = {795--798}, publisher = {{IEEE}}, year = {2023}, url = {https://doi.org/10.1109/IPDPSW59300.2023.00133}, doi = {10.1109/IPDPSW59300.2023.00133}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ipps/WangSKGPJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2302-11066, author = {Benjamin C. DiPrete and Rao V. Garimella and Cristina Garcia{-}Cardona and Navamita Ray}, title = {Reinforcement Learning for Block Decomposition of {CAD} Models}, journal = {CoRR}, volume = {abs/2302.11066}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2302.11066}, doi = {10.48550/ARXIV.2302.11066}, eprinttype = {arXiv}, eprint = {2302.11066}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/corr/abs-2302-11066.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2310-07504, author = {Weijie Gan and Qiuchen Zhai and Michael Thompson McCann and Cristina Garcia{-}Cardona and Ulugbek S. Kamilov and Brendt Wohlberg}, title = {PtychoDV: Vision Transformer-Based Deep Unrolling Network for Ptychographic Image Reconstruction}, journal = {CoRR}, volume = {abs/2310.07504}, year = {2023}, url = {https://doi.org/10.48550/arXiv.2310.07504}, doi = {10.48550/ARXIV.2310.07504}, eprinttype = {arXiv}, eprint = {2310.07504}, timestamp = {Thu, 26 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2310-07504.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bib/XiaABBGCCDDDEFG22, author = {Fangfang Xia and Jonathan E. Allen and Prasanna Balaprakash and Thomas S. Brettin and Cristina Garcia{-}Cardona and Austin Clyde and Judith D. Cohn and James H. Doroshow and Xiaotian Duan and Veronika Dubinkina and Yvonne A. Evrard and Ya Ju Fan and Jason Gans and Stewart He and Pinyi Lu and Sergei Maslov and Alexander Partin and Maulik Shukla and Eric A. Stahlberg and Justin M. Wozniak and Hyun Seung Yoo and George F. Zaki and Yitan Zhu and Rick Stevens}, title = {A cross-study analysis of drug response prediction in cancer cell lines}, journal = {Briefings Bioinform.}, volume = {23}, number = {1}, year = {2022}, url = {https://doi.org/10.1093/bib/bbab356}, doi = {10.1093/BIB/BBAB356}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bib/XiaABBGCCDDDEFG22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jossw/BalkeDGMMPW22, author = {Thilo Balke and Fernando Davis and Cristina Garcia{-}Cardona and Soumendu Majee and Michael T. McCann and Luke Pfister and Brendt Wohlberg}, title = {Scientific Computational Imaging Code {(SCICO)}}, journal = {J. Open Source Softw.}, volume = {7}, number = {78}, pages = {4722}, year = {2022}, url = {https://doi.org/10.21105/joss.04722}, doi = {10.21105/JOSS.04722}, timestamp = {Mon, 28 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jossw/BalkeDGMMPW22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/ijhpca/AlexanderABBCCC21, author = {Francis J. Alexander and James A. Ang and Jenna A. Bilbrey and Jan Balewski and Tiernan Casey and Ryan Chard and Jong Choi and Sutanay Choudhury and Bert J. Debusschere and Anthony M. DeGennaro and Nikoli Dryden and J. Austin Ellis and Ian T. Foster and Cristina Garcia{-}Cardona and Sayan Ghosh and Peter Harrington and Yunzhi Huang and Shantenu Jha and Travis Johnston and Ai Kagawa and Ramakrishnan Kannan and Neeraj Kumar and Zhengchun Liu and Naoya Maruyama and Satoshi Matsuoka and Erin McCarthy and Jamaludin Mohd{-}Yusof and Peter Nugent and Yosuke Oyama and Thomas Proffen and David Pugmire and Sivasankaran Rajamanickam and Vinay Ramakrishniah and Malachi Schram and Sudip K. Seal and Ganesh Sivaraman and Christine Sweeney and Li Tan and Rajeev Thakur and Brian Van Essen and Logan T. Ward and Paul M. Welch and Michael Wolf and Sotiris S. Xantheas and Kevin G. Yager and Shinjae Yoo and Byung{-}Jun Yoon}, title = {Co-design Center for Exascale Machine Learning Technologies (ExaLearn)}, journal = {Int. J. High Perform. Comput. Appl.}, volume = {35}, number = {6}, pages = {598--616}, year = {2021}, url = {https://doi.org/10.1177/10943420211029302}, doi = {10.1177/10943420211029302}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/ijhpca/AlexanderABBCCC21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/Garcia-CardonaK20, author = {Cristina Garcia{-}Cardona and Ramakrishnan Kannan and Travis Johnston and Thomas Proffen and Sudip K. Seal}, editor = {Xintao Wu and Chris Jermaine and Li Xiong and Xiaohua Hu and Olivera Kotevska and Siyuan Lu and Weija Xu and Srinivas Aluru and Chengxiang Zhai and Eyhab Al{-}Masri and Zhiyuan Chen and Jeff Saltz}, title = {Structure Prediction from Neutron Scattering Profiles: {A} Data Sciences Approach}, booktitle = {2020 {IEEE} International Conference on Big Data {(IEEE} BigData 2020), Atlanta, GA, USA, December 10-13, 2020}, pages = {1147--1155}, publisher = {{IEEE}}, year = {2020}, url = {https://doi.org/10.1109/BigData50022.2020.9377853}, doi = {10.1109/BIGDATA50022.2020.9377853}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/Garcia-CardonaK20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-2012-15739, author = {Cristina Garcia{-}Cardona and M. Giselle Fern{\'{a}}ndez{-}Godino and Daniel O'Malley and Tanmoy Bhattacharya}, title = {Uncertainty Bounds for Multivariate Machine Learning Predictions on High-Strain Brittle Fracture}, journal = {CoRR}, volume = {abs/2012.15739}, year = {2020}, url = {https://arxiv.org/abs/2012.15739}, eprinttype = {arXiv}, eprint = {2012.15739}, timestamp = {Fri, 23 Apr 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-2012-15739.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/bigdataconf/Garcia-CardonaK19, author = {Cristina Garcia{-}Cardona and Ramakrishnan Kannan and Travis Johnston and Thomas Proffen and Katharine Page and Sudip K. Seal}, editor = {Chaitanya K. Baru and Jun Huan and Latifur Khan and Xiaohua Hu and Ronay Ak and Yuanyuan Tian and Roger S. Barga and Carlo Zaniolo and Kisung Lee and Yanfang (Fanny) Ye}, title = {Learning to Predict Material Structure from Neutron Scattering Data}, booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData), Los Angeles, CA, USA, December 9-12, 2019}, pages = {4490--4497}, publisher = {{IEEE}}, year = {2019}, url = {https://doi.org/10.1109/BigData47090.2019.9005968}, doi = {10.1109/BIGDATA47090.2019.9005968}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/bigdataconf/Garcia-CardonaK19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/WozniakJBOCBXBS18, author = {Justin M. Wozniak and Rajeev Jain and Prasanna Balaprakash and Jonathan Ozik and Nicholson T. Collier and John Bauer and Fangfang Xia and Thomas S. Brettin and Rick Stevens and Jamaludin Mohd{-}Yusof and Cristina Garcia{-}Cardona and Brian Van Essen and Matthew Baughman}, title = {CANDLE/Supervisor: a workflow framework for machine learning applied to cancer research}, journal = {{BMC} Bioinform.}, volume = {19-S}, number = {18}, pages = {59--69}, year = {2018}, url = {https://doi.org/10.1186/s12859-018-2508-4}, doi = {10.1186/S12859-018-2508-4}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/WozniakJBOCBXBS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/bmcbi/XiaSBGCAMHDESS18, author = {Fangfang Xia and Maulik Shukla and Thomas S. Brettin and Cristina Garcia{-}Cardona and Judith D. Cohn and Jonathan E. Allen and Sergei Maslov and Susan L. Holbeck and James H. Doroshow and Yvonne A. Evrard and Eric A. Stahlberg and Rick L. Stevens}, title = {Predicting tumor cell line response to drug pairs with deep learning}, journal = {{BMC} Bioinform.}, volume = {19-S}, number = {18}, pages = {71--79}, year = {2018}, url = {https://doi.org/10.1186/s12859-018-2509-3}, doi = {10.1186/S12859-018-2509-3}, timestamp = {Sat, 30 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/bmcbi/XiaSBGCAMHDESS18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/siamis/LiuGWY18, author = {Jialin Liu and Cristina Garcia{-}Cardona and Brendt Wohlberg and Wotao Yin}, title = {First- and Second-Order Methods for Online Convolutional Dictionary Learning}, journal = {{SIAM} J. Imaging Sci.}, volume = {11}, number = {2}, pages = {1589--1628}, year = {2018}, url = {https://doi.org/10.1137/17M1145689}, doi = {10.1137/17M1145689}, timestamp = {Tue, 14 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/siamis/LiuGWY18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tci/Garcia-CardonaW18, author = {Cristina Garcia{-}Cardona and Brendt Wohlberg}, title = {Convolutional Dictionary Learning: {A} Comparative Review and New Algorithms}, journal = {{IEEE} Trans. Computational Imaging}, volume = {4}, number = {3}, pages = {366--381}, year = {2018}, url = {https://doi.org/10.1109/TCI.2018.2840334}, doi = {10.1109/TCI.2018.2840334}, timestamp = {Thu, 13 Sep 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tci/Garcia-CardonaW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acssc/Garcia-CardonaW18, author = {Cristina Garcia{-}Cardona and Brendt Wohlberg}, editor = {Michael B. Matthews}, title = {Convolutional Dictionary Learning for Multi-Channel Signals}, booktitle = {52nd Asilomar Conference on Signals, Systems, and Computers, {ACSSC} 2018, Pacific Grove, CA, USA, October 28-31, 2018}, pages = {335--342}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/ACSSC.2018.8645108}, doi = {10.1109/ACSSC.2018.8645108}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acssc/Garcia-CardonaW18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ivmsp/SkauG18, author = {Erik Skau and Cristina Garcia{-}Cardona}, title = {Tomographic Reconstruction Via 3D Convolutional Dictionary Learning}, booktitle = {13th {IEEE} Image, Video, and Multidimensional Signal Processing Workshop, {IVMSP} 2018, Aristi Village, Zagorochoria, Greece, June 10-12, 2018}, pages = {1--5}, publisher = {{IEEE}}, year = {2018}, url = {https://doi.org/10.1109/IVMSPW.2018.8448657}, doi = {10.1109/IVMSPW.2018.8448657}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ivmsp/SkauG18.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/Garcia-CardonaW17, author = {Cristina Garcia{-}Cardona and Brendt Wohlberg}, title = {Subproblem coupling in convolutional dictionary learning}, booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017, Beijing, China, September 17-20, 2017}, pages = {1697--1701}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICIP.2017.8296571}, doi = {10.1109/ICIP.2017.8296571}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/Garcia-CardonaW17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icip/LiuGWY17, author = {Jialin Liu and Cristina Garcia{-}Cardona and Brendt Wohlberg and Wotao Yin}, title = {Online convolutional dictionary learning}, booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017, Beijing, China, September 17-20, 2017}, pages = {1707--1711}, publisher = {{IEEE}}, year = {2017}, url = {https://doi.org/10.1109/ICIP.2017.8296573}, doi = {10.1109/ICIP.2017.8296573}, timestamp = {Mon, 26 Jun 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/icip/LiuGWY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/LiuGWY17, author = {Jialin Liu and Cristina Garcia{-}Cardona and Brendt Wohlberg and Wotao Yin}, title = {Online Convolutional Dictionary Learning}, journal = {CoRR}, volume = {abs/1706.09563}, year = {2017}, url = {http://arxiv.org/abs/1706.09563}, eprinttype = {arXiv}, eprint = {1706.09563}, timestamp = {Wed, 29 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/LiuGWY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-00106, author = {Jialin Liu and Cristina Garcia{-}Cardona and Brendt Wohlberg and Wotao Yin}, title = {Online Convolutional Dictionary Learning}, journal = {CoRR}, volume = {abs/1709.00106}, year = {2017}, url = {http://arxiv.org/abs/1709.00106}, eprinttype = {arXiv}, eprint = {1709.00106}, timestamp = {Wed, 29 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-00106.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1709-02893, author = {Cristina Garcia{-}Cardona and Brendt Wohlberg}, title = {Convolutional Dictionary Learning}, journal = {CoRR}, volume = {abs/1709.02893}, year = {2017}, url = {http://arxiv.org/abs/1709.02893}, eprinttype = {arXiv}, eprint = {1709.02893}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1709-02893.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/appml/MerkurjevGBFP14, author = {Ekaterina Merkurjev and Cristina Garcia{-}Cardona and Andrea L. Bertozzi and Arjuna Flenner and Allon G. Percus}, title = {Diffuse interface methods for multiclass segmentation of high-dimensional data}, journal = {Appl. Math. Lett.}, volume = {33}, pages = {29--34}, year = {2014}, url = {https://doi.org/10.1016/j.aml.2014.02.008}, doi = {10.1016/J.AML.2014.02.008}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/appml/MerkurjevGBFP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/pami/Garcia-CardonaMBFP14, author = {Cristina Garcia{-}Cardona and Ekaterina Merkurjev and Andrea L. Bertozzi and Arjuna Flenner and Allon G. Percus}, title = {Multiclass Data Segmentation Using Diffuse Interface Methods on Graphs}, journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.}, volume = {36}, number = {8}, pages = {1600--1613}, year = {2014}, url = {https://doi.org/10.1109/TPAMI.2014.2300478}, doi = {10.1109/TPAMI.2014.2300478}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/pami/Garcia-CardonaMBFP14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/Garcia-CardonaFP13, author = {Cristina Garcia{-}Cardona and Arjuna Flenner and Allon G. Percus}, editor = {Maria De Marsico and Ana L. N. Fred}, title = {Multiclass Diffuse Interface Models for Semi-supervised Learning on Graphs}, booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18 February, 2013}, pages = {78--86}, publisher = {SciTePress}, year = {2013}, timestamp = {Tue, 01 Oct 2013 13:16:05 +0200}, biburl = {https://dblp.org/rec/conf/icpram/Garcia-CardonaFP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icpram/Garcia-CardonaF13, author = {Cristina Garcia{-}Cardona and Arjuna Flenner and Allon G. Percus}, editor = {Ana L. N. Fred and Maria De Marsico}, title = {Multiclass Semi-supervised Learning on Graphs Using Ginzburg-Landau Functional Minimization}, booktitle = {Pattern Recognition Applications and Methods - International Conference, {ICPRAM} 2013 Barcelona, Spain, February 15-18, 2013 Revised Selected Papers}, series = {Advances in Intelligent Systems and Computing}, volume = {318}, pages = {119--135}, publisher = {Springer}, year = {2013}, url = {https://doi.org/10.1007/978-3-319-12610-4\_8}, doi = {10.1007/978-3-319-12610-4\_8}, timestamp = {Fri, 02 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icpram/Garcia-CardonaF13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1303-2663, author = {Laura M. Smith and Kristina Lerman and Cristina Garcia{-}Cardona and Allon G. Percus and Rumi Ghosh}, title = {Spectral Clustering with Epidemic Diffusion}, journal = {CoRR}, volume = {abs/1303.2663}, year = {2013}, url = {http://arxiv.org/abs/1303.2663}, eprinttype = {arXiv}, eprint = {1303.2663}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1303-2663.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/Garcia-CardonaFP13, author = {Cristina Garcia{-}Cardona and Arjuna Flenner and Allon G. Percus}, title = {Multiclass Semi-Supervised Learning on Graphs using Ginzburg-Landau Functional Minimization}, journal = {CoRR}, volume = {abs/1306.1298}, year = {2013}, url = {http://arxiv.org/abs/1306.1298}, eprinttype = {arXiv}, eprint = {1306.1298}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/Garcia-CardonaFP13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/corr/abs-1212-0945, author = {Cristina Garcia{-}Cardona and Arjuna Flenner and Allon G. Percus}, title = {Multiclass Diffuse Interface Models for Semi-Supervised Learning on Graphs}, journal = {CoRR}, volume = {abs/1212.0945}, year = {2012}, url = {http://arxiv.org/abs/1212.0945}, eprinttype = {arXiv}, eprint = {1212.0945}, timestamp = {Mon, 13 Aug 2018 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/corr/abs-1212-0945.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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