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    Computing the Wave-Kernel Matrix Functions
                          
                               
                                                Published in                                                SIAM journal on scientific computing
                                                        
                   
      
      
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              Journal Article
          
              
          MKL for Robust Multi-modality AD Classification
                          
                               
                                                Published in                                                Lecture notes in computer science
                                                        
                   
      
      
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              Book Chapter
          
              
          Topology-Based Kernels With Application to Inference Problems in Alzheimer's Disease
                                      
                                            Pachauri, D.,                              Hinrichs, C.,                              Chung, M. K.,                              Johnson, S. C.,                              Singh, V.                              
Published in IEEE transactions on medical imaging (01.10.2011)
                   
      
      
                                                  Published in IEEE transactions on medical imaging (01.10.2011)
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              Journal Article
          
              
          Sub-quadratic Algorithms for Kernel Matrices via Kernel Density Estimation
                                      
                                            Bakshi, Ainesh,                              Indyk, Piotr,                              Kacham, Praneeth,                              Silwal, Sandeep,                              Zhou, Samson                              
Year of Publication 01.12.2022
                         
                                            
                   
      
      
                                                  Year of Publication 01.12.2022
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              Journal Article
          
              
          Hemodynamic matrix factorization for functional magnetic resonance imaging
                                      
                                            Hütel, Michael,                              Antonelli, Michela,                              Melbourne, Andrew,                              Ourselin, Sebastien                              
Published in NeuroImage (Orlando, Fla.) (01.05.2021)
                   
      
      
                                                  Published in NeuroImage (Orlando, Fla.) (01.05.2021)
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              Journal Article
          
              
          Nyström subsampling method for coefficient-based regularized regressionThe work described in this paper is supported partially by the National Natural Science Foundation of China (Grants No.11571078, 11631015) and NSFC/RGC Joint Research Fund (Project No.11461161006 and Project No. CityU 104012). Lei Shi is also sponsored by Program of Shanghai Subject Chief Scientist (Project No.18XD1400700)
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              Journal Article
          
              
          An empirical comparison of different approaches for combining multimodal neuroimaging data with support vector machine
                                      
                                            Pettersson-Yeo, William,                              Benetti, Stefania,                              Marquand, Andre F.,                              Joules, Richard,                              Catani, Marco,                              Williams, Steve C. R.,                              Allen, Paul,                              McGuire, Philip,                              Mechelli, Andrea                              
Published in Frontiers in neuroscience (15.07.2014)
                   
      
      
                                                  Published in Frontiers in neuroscience (15.07.2014)
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              Journal Article