Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling.

Effrosyni Kokiopoulou Effrosini Kokiopoulou Efi Kokiopoulou Google Inc., Zurich, Switzerland EPFL, Switzerland University of Minnesota, Minneapolis, MN, USA University of Patras, Greece https://openreview.net/profile?id=~Effrosyni_Kokiopoulou1 https://dl.acm.org/profile/81100641674 https://ieeexplore.ieee.org/author/37294899000 Adam Hazimeh Ke Wang Mark Collier Gilles Baechler Efi Kokiopoulou Pascal Frossard Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling. 4636-4644 2026 AAAI https://doi.org/10.1609/aaai.v40i6.42464 conf/aaai/2026 db/conf/aaai/aaai2026.html#HazimehWCBKF26 Riccardo Brioschi Aleksandr Alekseev Emanuele Nevali Berkay Döner Omar El Malki Blagoj Mitrevski Leandro Kieliger Mark Collier Andrii Maksai Jesse Berent Claudiu Cristian Musat Efi Kokiopoulou Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation. ICCVW 2025 1893-1905 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00199 db/conf/iccv/iccv2025w.html#BrioschiANDMMKCMBMK25 streams/conf/iccv

Riccardo Brioschi Aleksandr Alekseev Emanuele Nevali Berkay Döner Omar El Malki Blagoj Mitrevski Leandro Kieliger Mark Collier Andrii Maksai Jesse Berent Claudiu Musat Efi Kokiopoulou Sketch-to-Layout: Sketch-Guided Multimodal Layout Generation. 2025 October abs/2510.27632 CoRR https://doi.org/10.48550/arXiv.2510.27632 db/journals/corr/corr2510.html#abs-2510-27632 streams/journals/corr

Adam Hazimeh Ke Wang Mark Collier Gilles Baechler Efi Kokiopoulou Pascal Frossard Semantic Document Derendering: SVG Reconstruction via Vision-Language Modeling. 2025 November abs/2511.13478 CoRR https://doi.org/10.48550/arXiv.2511.13478 db/journals/corr/corr2511.html#abs-2511-13478 streams/journals/corr

Ke Wang Guillermo Ortiz-Jiménez Rodolphe Jenatton Mark Collier Efi Kokiopoulou Pascal Frossard Pi-DUAL: Using privileged information to distinguish clean from noisy labels. 2024 ICML https://proceedings.mlr.press/v235/wang24bb.html https://openreview.net/forum?id=9oAXix8da9 conf/icml/2024 db/conf/icml/icml2024.html#WangOJCKF24 51214-51236

Anastasiia Fadeeva Philippe Schlattner Andrii Maksai Mark Collier Efi Kokiopoulou Jesse Berent Claudiu Musat Representing Online Handwriting for Recognition in Large Vision-Language Models. 2024 abs/2402.15307 CoRR https://doi.org/10.48550/arXiv.2402.15307 db/journals/corr/corr2402.html#abs-2402-15307

Mark Collier Rodolphe Jenatton Basil Mustafa Neil Houlsby Jesse Berent Effrosyni Kokiopoulou Massively Scaling Heteroscedastic Classifiers. 2023 ICLR https://openreview.net/forum?id=sIoED-yPK9l conf/iclr/2023 db/conf/iclr/iclr2023.html#CollierJMHBK23 Guillermo Ortiz-Jiménez Mark Collier Anant Nawalgaria Alexander Nicholas D'Amour Jesse Berent Rodolphe Jenatton Efi Kokiopoulou When does Privileged information Explain Away Label Noise? 26646-26669 2023 ICML https://proceedings.mlr.press/v202/ortiz-jimenez23a.html conf/icml/2023 db/conf/icml/icml2023.html#Ortiz-JimenezCN23 Jannik Kossen Mark Collier Basil Mustafa Xiao Wang 0038 Xiaohua Zhai Lucas Beyer Andreas Steiner 0001 Jesse Berent Rodolphe Jenatton Effrosyni Kokiopoulou Three Towers: Flexible Contrastive Learning with Pretrained Image Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/63d4316315900a62e610e5c17bab900a-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#KossenCMWZBSBJK23

Mark Collier Rodolphe Jenatton Basil Mustafa Neil Houlsby Jesse Berent Effrosyni Kokiopoulou Massively Scaling Heteroscedastic Classifiers. 2023 abs/2301.12860 CoRR https://doi.org/10.48550/arXiv.2301.12860 db/journals/corr/corr2301.html#abs-2301-12860

Guillermo Ortiz-Jiménez Mark Collier Anant Nawalgaria Alexander D'Amour Jesse Berent Rodolphe Jenatton Effrosyni Kokiopoulou When does Privileged Information Explain Away Label Noise? 2023 abs/2303.01806 CoRR https://doi.org/10.48550/arXiv.2303.01806 db/journals/corr/corr2303.html#abs-2303-01806

Daniel Golovin Gábor Bartók Eric Chen Emily Donahue Tzu-Kuo Huang Efi Kokiopoulou Ruoyan Qin Nikhil Sarda Justin Sybrandt Vincent Tjeng SmartChoices: Augmenting Software with Learned Implementations. 2023 abs/2304.13033 CoRR https://doi.org/10.48550/arXiv.2304.13033 db/journals/corr/corr2304.html#abs-2304-13033

Jannik Kossen Mark Collier Basil Mustafa Xiao Wang 0038 Xiaohua Zhai Lucas Beyer Andreas Steiner 0001 Jesse Berent Rodolphe Jenatton Efi Kokiopoulou Three Towers: Flexible Contrastive Learning with Pretrained Image Models. 2023 abs/2305.16999 CoRR https://doi.org/10.48550/arXiv.2305.16999 db/journals/corr/corr2305.html#abs-2305-16999

Ke Wang Guillermo Ortiz-Jiménez Rodolphe Jenatton Mark Collier Efi Kokiopoulou Pascal Frossard Pi-DUAL: Using Privileged Information to Distinguish Clean from Noisy Labels. 2023 abs/2310.06600 CoRR https://doi.org/10.48550/arXiv.2310.06600 db/journals/corr/corr2310.html#abs-2310-06600

Vincent Fortuin Mark Collier Florian Wenzel James Urquhart Allingham Jeremiah Zhe Liu Dustin Tran Balaji Lakshminarayanan Jesse Berent Rodolphe Jenatton Effrosyni Kokiopoulou Deep Classifiers with Label Noise Modeling and Distance Awareness. 2022 2022 Trans. Mach. Learn. Res. https://openreview.net/forum?id=Id7hTt78FV db/journals/tmlr/tmlr2022.html#FortuinCWALTLBJK22

Mark Collier Rodolphe Jenatton Effrosyni Kokiopoulou Jesse Berent Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. 4219-4237 2022 ICML https://proceedings.mlr.press/v162/collier22a.html conf/icml/2022 db/conf/icml/icml2022.html#CollierJKB22

Mark Collier Rodolphe Jenatton Efi Kokiopoulou Jesse Berent Transfer and Marginalize: Explaining Away Label Noise with Privileged Information. 2022 abs/2202.09244 CoRR https://arxiv.org/abs/2202.09244 db/journals/corr/corr2202.html#abs-2202-09244

Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent Correlated Input-Dependent Label Noise in Large-Scale Image Classification. 1551-1560 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Collier_Correlated_Input-Dependent_Label_Noise_in_Large-Scale_Image_Classification_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00160 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#CollierMKJB21

Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent Correlated Input-Dependent Label Noise in Large-Scale Image Classification. 2021 abs/2105.10305 CoRR https://arxiv.org/abs/2105.10305 db/journals/corr/corr2105.html#abs-2105-10305

Vincent Fortuin Mark Collier Florian Wenzel James Urquhart Allingham Jeremiah Z. Liu Dustin Tran Balaji Lakshminarayanan Jesse Berent Rodolphe Jenatton Effrosyni Kokiopoulou Deep Classifiers with Label Noise Modeling and Distance Awareness. 2021 abs/2110.02609 CoRR https://arxiv.org/abs/2110.02609 db/journals/corr/corr2110.html#abs-2110-02609

Efi Kokiopoulou Anja Hauth Luciano Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent Task-Aware Performance Prediction for Efficient Architecture Search. 1238-1245 2020 ECAI https://doi.org/10.3233/FAIA200224 conf/ecai/2020 db/conf/ecai/ecai2020.html#KokiopoulouHSGB20

Mark Collier Basil Mustafa Efi Kokiopoulou Jesse Berent Analysis of Softmax Approximation for Deep Classifiers under Input-Dependent Label Noise. 2020 abs/2003.06778 CoRR https://arxiv.org/abs/2003.06778 db/journals/corr/corr2003.html#abs-2003-06778

Mark Collier Efi Kokiopoulou Andrea Gesmundo Jesse Berent Routing Networks with Co-training for Continual Learning. 2020 abs/2009.04381 CoRR https://arxiv.org/abs/2009.04381 db/journals/corr/corr2009.html#abs-2009-04381

Dror Aiger Haim Kaplan Efi Kokiopoulou Micha Sharir Bernhard Zeisl General Techniques for Approximate Incidences and Their Application to the Camera Posing Problem. 8:1-8:14 2019 SoCG https://doi.org/10.4230/LIPIcs.SoCG.2019.8 conf/compgeom/2019 db/conf/compgeom/compgeom2019.html#AigerKKSZ19

Efi Kokiopoulou Anja Hauth Luciano Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent Fast Task-Aware Architecture Inference. 2019 abs/1902.05781 CoRR http://arxiv.org/abs/1902.05781 db/journals/corr/corr1902.html#abs-1902-05781

Dror Aiger Haim Kaplan Efi Kokiopoulou Micha Sharir Bernhard Zeisl General techniques for approximate incidences and their application to the camera posing problem. 2019 abs/1903.07047 CoRR http://arxiv.org/abs/1903.07047 db/journals/corr/corr1903.html#abs-1903-07047

Krzysztof Maziarz Efi Kokiopoulou Andrea Gesmundo Luciano Sbaiz Gábor Bartók Jesse Berent Gumbel-Matrix Routing for Flexible Multi-task Learning. 2019 abs/1910.04915 CoRR http://arxiv.org/abs/1910.04915 db/journals/corr/corr1910.html#abs-1910-04915

Alina Dubatovka Efi Kokiopoulou Luciano Sbaiz Andrea Gesmundo Gábor Bartók Jesse Berent Ranking architectures using meta-learning. 2019 abs/1911.11481 CoRR http://arxiv.org/abs/1911.11481 db/journals/corr/corr1911.html#abs-1911-11481

Dorina Thanou Effrosini Kokiopoulou Ye Pu Pascal Frossard Distributed Average Consensus With Quantization Refinement. 194-205 2013 61 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/TSP.2012.2223692 db/journals/tsp/tsp61.html#ThanouKPF13

Dror Aiger Efi Kokiopoulou Ehud Rivlin Random Grids: Fast Approximate Nearest Neighbors and Range Searching for Image Search. 3471-3478 2013 ICCV https://doi.org/10.1109/ICCV.2013.431 https://doi.ieeecomputersociety.org/10.1109/ICCV.2013.431 conf/iccv/2013 db/conf/iccv/iccv2013.html#AigerKR13 Dorina Thanou Effrosini Kokiopoulou Pascal Frossard Progressive quantization in distributed average consensus. 2677-2680 2012 ICASSP https://doi.org/10.1109/ICASSP.2012.6288468 conf/icassp/2012 db/conf/icassp/icassp2012.html#ThanouKF12

Effrosini Kokiopoulou Jie Chen 0007 Yousef Saad Trace optimization and eigenproblems in dimension reduction methods. 565-602 2011 18 Numer. Linear Algebra Appl. 3 https://doi.org/10.1002/nla.743 db/journals/nla/nla18.html#Kokiopoulou0S11

Effrosini Kokiopoulou Daniel Kressner Pascal Frossard Optimal Image Alignment With Random Projections of Manifolds: Algorithm and Geometric Analysis. 1543-1557 2011 20 IEEE Trans. Image Process. 6 https://doi.org/10.1109/TIP.2010.2102044 https://www.wikidata.org/entity/Q46176123 db/journals/tip/tip20.html#KokiopoulouKF11

Effrosini Kokiopoulou Pascal Frossard Distributed Classification of Multiple Observation Sets by Consensus. 104-114 2011 59 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/TSP.2010.2086450 db/journals/tsp/tsp59.html#KokiopoulouF11

Effrosini Kokiopoulou Daniel Kressner Michail Zervos Nikos Paragios Optimal similarity registration of volumetric images. 2449-2456 2011 CVPR https://doi.org/10.1109/CVPR.2011.5995337 https://doi.ieeecomputersociety.org/10.1109/CVPR.2011.5995337 conf/cvpr/2011 db/conf/cvpr/cvpr2011.html#KokiopoulouKZP11 Haris Papasaika Effrosini Kokiopoulou Emmanuel Baltsavias Konrad Schindler Daniel Kressner Fusion of Digital Elevation Models Using Sparse Representations. 171-184 2011 PIA https://doi.org/10.1007/978-3-642-24393-6_15 conf/pia/2011 db/conf/pia/pia2011.html#PapasaikaKBSK11

Dorina Thanou Effrosini Kokiopoulou Pascal Frossard Progressive quantization in distributed average consensus http://arxiv.org/abs/1105.1074 2011 CoRR abs/1105.1074 db/journals/corr/corr1105.html#abs-1105-1074

Roser Sala-Llonch Effrosini Kokiopoulou Ivana Tosic Pascal Frossard 3D face recognition with sparse spherical representations. 824-834 2010 43 Pattern Recognit. 3 https://doi.org/10.1016/j.patcog.2009.07.005 db/journals/pr/pr43.html#LlonchKTF10

Effrosini Kokiopoulou Pascal Frossard Graph-based classification of multiple observation sets. 3988-3997 2010 43 Pattern Recognit. 12 https://doi.org/10.1016/j.patcog.2010.07.016 db/journals/pr/pr43.html#KokiopoulouF10

Michael Karow Effrosini Kokiopoulou Daniel Kressner On the computation of structured singular values and pseudospectra. 122-129 2010 59 Syst. Control. Lett. 2 https://doi.org/10.1016/j.sysconle.2009.12.007 db/journals/scl/scl59.html#KarowKK10

Effrosini Kokiopoulou Daniel Kressner Pascal Frossard On the Curvature of Pattern Transformation Manifolds: Numerical Estimation and Applications. 2010 AAAI Fall Symposium: Manifold Learning and Its Applications http://www.aaai.org/ocs/index.php/FSS/FSS10/paper/view/2279 conf/aaaifs/2010-6 db/conf/aaaifs/aaaifs2010-06.html#KokiopoulouKF10 Dorina Thanou Hyunggon Park Effrosini Kokiopoulou Pascal Fwssarr Polynomial filter design for quantized consensus. 184-188 2010 EUSIPCO https://ieeexplore.ieee.org/document/7096389/ conf/eusipco/2010 db/conf/eusipco/eusipco2010.html#ThanouPKF10 Effrosini Kokiopoulou Pascal Frossard Distributed classification of multiple observations by consensus. 2697-2700 2010 ICIP https://doi.org/10.1109/ICIP.2010.5652022 conf/icip/2010 db/conf/icip/icip2010.html#KokiopoulouF10 Effrosyni Kokiopoulou Geometry-aware analysis of high-dimensional visual information sets. EPFL, Switzerland 2009 https://doi.org/10.5075/epfl-thesis-4296 https://infoscience.epfl.ch/record/129776

Effrosini Kokiopoulou Pascal Frossard Minimum Distance between Pattern Transformation Manifolds: Algorithm and Applications. 1225-1238 2009 31 IEEE Trans. Pattern Anal. Mach. Intell. 7 https://doi.org/10.1109/TPAMI.2008.156 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2008.156 https://www.wikidata.org/entity/Q51616890 db/journals/pami/pami31.html#KokiopoulouF09

Effrosini Kokiopoulou Yousef Saad Enhanced graph-based dimensionality reduction with repulsion Laplaceans. 2392-2402 2009 42 Pattern Recognit. 11 https://doi.org/10.1016/j.patcog.2009.04.005 db/journals/pr/pr42.html#KokiopoulouS09

Effrosini Kokiopoulou Pascal Frossard Polynomial Filtering for Fast Convergence in Distributed Consensus. 342-354 2009 57 IEEE Trans. Signal Process. 1 https://doi.org/10.1109/TSP.2008.2006147 db/journals/tsp/tsp57.html#KokiopoulouF09

Effrosini Kokiopoulou Daniel Kressner Pascal Frossard Optimal image alignment with random measurements. 1304-1308 2009 EUSIPCO https://ieeexplore.ieee.org/document/7077526/ conf/eusipco/2009 db/conf/eusipco/eusipco2009.html#KokiopoulouKF09 Effrosini Kokiopoulou Pascal Frossard Video face recognition with graph-based semi-supervised learning. 1564-1565 2009 ICME https://doi.org/10.1109/ICME.2009.5202809 conf/icmcs/2009 db/conf/icmcs/icme2009.html#KokiopoulouF09

Constantine Bekas Effrosini Kokiopoulou Yousef Saad Computation of Large Invariant Subspaces Using Polynomial Filtered Lanczos Iterations with Applications in Density Functional Theory. 397-418 2008 30 SIAM J. Matrix Anal. Appl. 1 https://doi.org/10.1137/060675435 db/journals/siammax/siammax30.html#BekasKS08

Effrosini Kokiopoulou Pascal Frossard Semantic Coding by Supervised Dimensionality Reduction. 806-818 2008 10 IEEE Trans. Multim. 5 https://doi.org/10.1109/TMM.2008.922806 db/journals/tmm/tmm10.html#KokiopoulouF08

Boris Ruf Effrosini Kokiopoulou Marcin Detyniecki Mobile Museum Guide Based on Fast SIFT Recognition. 170-183 2008 Adaptive Multimedia Retrieval https://doi.org/10.1007/978-3-642-14758-6_14 conf/amr/2008 db/conf/amr/amr2008.html#RufKD08 Effrosini Kokiopoulou Pascal Frossard Olivier Verscheure Fast keyword detection with sparse time-frequency models. 1081-1084 2008 ICME https://doi.org/10.1109/ICME.2008.4607626 https://doi.ieeecomputersociety.org/10.1109/ICME.2008.4607626 conf/icmcs/2008 db/conf/icmcs/icme2008.html#KokiopoulouFV08 Effrosini Kokiopoulou Stefanos Pirillos Pascal Frossard Graph-based classification for multiple observations of transformed patterns. 1-4 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761376 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761376 conf/icpr/2008 db/conf/icpr/icpr2008.html#KokiopoulouPF08 Roser Sala-Llonch Effrosini Kokiopoulou Ivana Tosic Pascal Frossard 3D face recognition using sparse spherical representations. 1-4 2008 ICPR https://doi.org/10.1109/ICPR.2008.4761682 https://doi.ieeecomputersociety.org/10.1109/ICPR.2008.4761682 conf/icpr/2008 db/conf/icpr/icpr2008.html#LlonchKTF08 Effrosini Kokiopoulou Pascal Frossard Dimitra Gkorou Optimal polynomial filtering for accelerating distributed consensus. 657-661 2008 ISIT https://doi.org/10.1109/ISIT.2008.4595068 conf/isit/2008 db/conf/isit/isit2008.html#KokiopoulouFG08

Effrosini Kokiopoulou Pascal Frossard Polynomial Filtering for Fast Convergence in Distributed Consensus http://arxiv.org/abs/0802.3992 2008 CoRR abs/0802.3992 db/journals/corr/corr0802.html#abs-0802-3992

Effrosini Kokiopoulou Pascal Frossard Classification of multiple observations by semi-supervised learning http://arxiv.org/abs/0810.4617 2008 CoRR abs/0810.4617 db/journals/corr/corr0810.html#abs-0810-4617

Roser Sala-Llonch Effrosini Kokiopoulou Ivana Tosic Pascal Frossard 3D Face Recognition with Sparse Spherical Representations http://arxiv.org/abs/0810.5325 2008 CoRR abs/0810.5325 db/journals/corr/corr0810.html#abs-0810-5325

Effrosini Kokiopoulou Yousef Saad Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique. 2143-2156 2007 29 IEEE Trans. Pattern Anal. Mach. Intell. 12 https://doi.org/10.1109/TPAMI.2007.1131 http://doi.ieeecomputersociety.org/10.1109/TPAMI.2007.1131 https://www.wikidata.org/entity/Q46952946 db/journals/pami/pami29.html#KokiopoulouS07

Effrosini Kokiopoulou Pascal Frossard Accelerating Distributed Consensus Using Extrapolation. 665-668 2007 14 IEEE Signal Process. Lett. 10 https://doi.org/10.1109/LSP.2007.896383 db/journals/spl/spl14.html#KokiopoulouF07

Effrosini Kokiopoulou Pascal Frossard Dimensionality Reduction with Adaptive Approximation. 1962-1965 2007 ICME https://doi.org/10.1109/ICME.2007.4285062 https://doi.ieeecomputersociety.org/10.1109/ICME.2007.4285062 conf/icmcs/2007 db/conf/icmcs/icme2007.html#KokiopoulouF07 Effrosini Kokiopoulou Pascal Frossard Image alignment with rotation manifolds built on sparse geometric expansions. 191-194 2007 MMSP https://doi.org/10.1109/MMSP.2007.4412850 conf/mmsp/2007 db/conf/mmsp/mmsp2007.html#KokiopoulouF07 Effrosini Kokiopoulou Pascal Frossard Pattern Detection by Distributed Feature Extraction. 2761-2764 2006 conf/icip/2006 ICIP https://doi.org/10.1109/ICIP.2006.313119 db/conf/icip/icip2006.html#KokiopoulouF06 Effrosini Kokiopoulou Pascal Frossard Distributed SVM Applied to Image Classification. 1753-1756 2006 conf/icmcs/2006 ICME https://doi.org/10.1109/ICME.2006.262890 https://doi.ieeecomputersociety.org/10.1109/ICME.2006.262890 db/conf/icmcs/icme2006.html#KokiopoulouF06 Effrosini Kokiopoulou Pascal Frossard Classification-Specific Feature Sampling for Face Recognition. 20-23 2006 MMSP https://doi.org/10.1109/MMSP.2006.285260 conf/mmsp/2006 db/conf/mmsp/mmsp2006.html#KokiopoulouF06

Constantine Bekas Effrosini Kokiopoulou Efstratios Gallopoulos The design of a distributed MATLAB-based environment for computing pseudospectra. 930-941 2005 21 Future Gener. Comput. Syst. 6 https://doi.org/10.1016/j.future.2003.12.017 db/journals/fgcs/fgcs21.html#BekasKG05

Effrosini Kokiopoulou Yousef Saad Orthogonal Neighborhood Preserving Projections. 234-241 2005 conf/icdm/2005 ICDM https://doi.org/10.1109/ICDM.2005.113 https://doi.ieeecomputersociety.org/10.1109/ICDM.2005.113 db/conf/icdm/icdm2005.html#KokiopoulouS05 Effrosini Kokiopoulou Yousef Saad Face recognition using OPRA-faces. 2005 ICMLA https://doi.org/10.1109/ICMLA.2005.30 https://doi.ieeecomputersociety.org/10.1109/ICMLA.2005.30 conf/icmla/2005 db/conf/icmla/icmla2005.html#KokiopoulouS05 Effrosini Kokiopoulou Yousef Saad PCA without eigenvalue calculations: a case study on face recognition. 2005 conf/sdm/2005 SDM https://doi.org/10.1137/1.9781611972757.51 db/conf/sdm/sdm2005.html#KokiopoulouS05 511-515 Effrosini Kokiopoulou Yousef Saad Polynomial filtering in latent semantic indexing for information retrieval. 104-111 2004 conf/sigir/2004 SIGIR https://doi.org/10.1145/1008992.1009013 db/conf/sigir/sigir2004.html#KokiopoulouS04 Constantine Bekas Effrosini Kokiopoulou Efstratios Gallopoulos Valeria Simoncini Parallel Computation of Pseudospectra Using Transfer Functions on a MATLAB-MPI Cluster Platform. 199-207 2002 conf/pvm/2002 PVM/MPI https://doi.org/10.1007/3-540-45825-5_35 db/conf/pvm/pvm2002.html#BekasKGS02 Constantine Bekas Effrosini Kokiopoulou Ioannis Koutis Efstratios Gallopoulos Towards the effective parallel computation of matrix pseudospectra. 260-269 2001 conf/ics/2001 ICS https://doi.org/10.1145/377792.377847 db/conf/ics/ics2001.html#BekasKKG01 Dror Aiger Aleksandr Alekseev James Urquhart Allingham Gilles Baechler Emmanuel Baltsavias Gábor Bartók Costas BekasConstantine Bekas Jesse Berent Lucas Beyer Riccardo Brioschi Eric Chen Jie Chen 0007 Mark Collier Alexander D'AmourAlexander Nicholas D'Amour Marcin Detyniecki Emily Donahue Berkay Döner Alina Dubatovka Anastasiia Fadeeva Vincent Fortuin Pascal Frossard Pascal Fwssarr Efstratios Gallopoulos Andrea Gesmundo Dimitra Gkorou Daniel Golovin Anja Hauth Adam Hazimeh Neil Houlsby Tzu-Kuo Huang Rodolphe Jenatton Haim Kaplan Michael Karow Leandro Kieliger Jannik Kossen Ioannis Koutis Daniel Kressner Balaji Lakshminarayanan Jeremiah Z. LiuJeremiah Zhe Liu Andrii Maksai Omar El Malki Krzysztof Maziarz Blagoj Mitrevski Claudiu Cristian MusatClaudiu Musat Basil Mustafa Anant Nawalgaria Emanuele Nevali Guillermo Ortiz-Jiménez Haris Papasaika Nikos Paragios Hyunggon Park Stefanos Pirillos Ye Pu Ruoyan Qin Ehud Rivlin Boris Ruf Yousef Saad Roser Sala-Llonch Nikhil Sarda Luciano Sbaiz Konrad Schindler Philippe Schlattner Micha Sharir Valeria Simoncini Andreas Steiner 0001 Justin Sybrandt Dorina Thanou Vincent Tjeng Ivana Tosic Dustin Tran Olivier Verscheure Ke Wang Xiao Wang 0038 Florian Wenzel Bernhard Zeisl Michail Zervos Xiaohua Zhai