| Publication | Date of Publication | Type |
|---|
| Mitigating disparate impact on model accuracy in differentially private learning | 2024-04-11 | Paper |
| Improving sampling accuracy of stochastic gradient MCMC methods via non-uniform subsampling of gradients | 2023-06-26 | Paper |
| STFlow: Self-Taught Optical Flow Estimation Using Pseudo Labels | 2022-09-16 | Paper |
| Neural Parametric Fokker--Planck Equation | 2022-07-08 | Paper |
| A particle-evolving method for approximating the optimal transport plan | 2022-03-22 | Paper |
| Approximating the Optimal Transport Plan via Particle-Evolving Method | 2021-05-13 | Paper |
| A jump stochastic differential equation approach for influence prediction on heterogenous networks | 2021-05-03 | Paper |
| Parametric Fokker-Planck equation | 2020-03-10 | Paper |
| Learning Stochastic Behaviour from Aggregate Data | 2020-02-09 | Paper |
| MREKLM: a fast multiple empirical kernel learning machine | 2020-01-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5381135 | 2019-06-07 | Paper |
| Influence prediction for continuous-time information propagation on networks | 2019-05-24 | Paper |
| A Unified Framework for Manifold Landmarking | 2019-02-12 | Paper |
| Consistency-Driven Alternating Optimization for Multigraph Matching: A Unified Approach | 2019-01-31 | Paper |
| A Jump Stochastic Differential Equation Approach for Influence Prediction on Information Propagation Networks | 2018-10-24 | Paper |
| Multiscale Semilocal Interpolation With Antialiasing | 2017-10-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5361264 | 2017-09-27 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5361308 | 2017-09-27 | Paper |
| Learning Hawkes Processes from Short Doubly-Censored Event Sequences | 2017-02-22 | Paper |
| Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes | 2013-01-01 | Paper |
| Spectral Properties of the Alignment Matrices in Manifold Learning | 2009-09-28 | Paper |
| Continuum isomap for manifold learnings | 2009-06-02 | Paper |
| Two-way Poisson mixture models for simultaneous document classification and word clustering | 2008-12-11 | Paper |
| Matrices with Low-Rank-Plus-Shift Structure: Partial SVD and Latent Semantic Indexing | 2008-12-01 | Paper |
| Consistent Computation of First- and Second-Order Differential Quantities for Surface Meshes | 2008-03-15 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5436052 | 2008-01-14 | Paper |
| Analysis of an alignment algorithm for nonlinear dimensionality reduction | 2008-01-07 | Paper |
| A quadratically convergent QR-like method without shifts for the Hermitian eigenvalue problem | 2006-09-13 | Paper |
| Contour regression: a general approach to dimension reduction | 2006-01-16 | Paper |
| Computer Vision - ECCV 2004 | 2005-12-27 | Paper |
| Linear low-rank approximation and nonlinear dimensionality reduction | 2005-08-30 | Paper |
| Link Analysis: Hubs and Authorities on the World Wide Web | 2005-02-25 | Paper |
| Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment | 2005-02-25 | Paper |
| Low-Rank Approximations with Sparse Factors II: Penalized Methods with Discrete Newton-Like Iterations | 2005-02-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4423983 | 2003-09-09 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4406014 | 2003-06-25 | Paper |
| Web document clustering using hyperlink structures | 2003-05-22 | Paper |
| Low-Rank Approximations with Sparse Factors I: Basic Algorithms and Error Analysis | 2002-04-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2751216 | 2001-10-21 | Paper |
| Structure and Perturbation Analysis of Truncated SVDs for Column-Partitioned Matrices | 2001-06-21 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4499738 | 2001-01-29 | Paper |
| Large sparse symmetric eigenvalue problems with homogeneous linear constraints: The Lanczos process with inner-outer iterations | 2000-11-13 | Paper |
| Low-Rank Matrix Approximation Using the Lanczos Bidiagonalization Process with Applications | 2000-10-19 | Paper |
| Matrices with Low-Rank-Plus-Shift Structure: Partial SVD and Latent Semantic Indexing | 2000-03-20 | Paper |
| On Updating Problems in Latent Semantic Indexing | 1999-11-24 | Paper |
| A note on the existence of the hyperbolic singular value decomposition | 1999-10-28 | Paper |
| A sorted partial Jacobi method and its convergence analysis | 1998-09-22 | Paper |
| Modifying the generalized singular value decomposition with application in direction-of-arrival finding | 1998-06-02 | Paper |
| A Cubically Convergent Parallelizable Method for the Hermitian Eigenvalue Problem | 1998-05-11 | Paper |
| Growth in Gaussian Elimination, Orthogonal Matrices, and the 2-Norm | 1998-05-11 | Paper |
| Computing the optimal commuting matrix pairs | 1998-02-03 | Paper |
| The Arnoldi process, short recursions, and displacement ranks | 1997-05-25 | Paper |
| Fast algorithms for direction-of-arrival finding using large ESPRIT arrays | 1997-02-27 | Paper |
| An algorithm and stability theory for downdating the ULV decomposition | 1997-02-24 | Paper |
| Computing the generalized singular values/vectors of large sparse or structured matrix pairs | 1997-02-24 | Paper |
| A note on constructing a symmetric matrix with specified diagonal entries and eigenvalues | 1996-07-01 | Paper |
| Comments on Large Least Squares Problems Involving Kronecker Products | 1996-03-31 | Paper |
| Fast algorithms for updating signal subspaces | 1996-03-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4841326 | 1995-11-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4840530 | 1995-10-24 | Paper |
| Perturbation analysis of the canonical correlations of matrix pairs | 1995-05-01 | Paper |
| A look-ahead algorithm for the solution of general Hankel systems | 1994-10-10 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4287443 | 1994-05-06 | Paper |
| A New Preprocessing Algorithm for the Computation of the Generalized Singular Value Decomposition | 1994-01-06 | Paper |
| A Componentwise Perturbation Analysis of the $QR$ Decomposition | 1993-12-20 | Paper |
| Formally biorthogonal polynomials and a look-ahead Levinson algorithm for general Toeplitz systems | 1993-08-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5288751 | 1993-08-17 | Paper |
| An efficient total least squares algorithm based on a rank-revealing two- sided orthogonal decomposition | 1993-05-16 | Paper |
| A numerical algorithm for computing the restricted singular value decomposition of matrix triplets | 1992-09-27 | Paper |
| The product-product singular value decomposition of matrix triplets | 1992-06-28 | Paper |
| A tree of generalizations of the ordinary singular value decomposition | 1991-01-01 | Paper |
| Implicit QR factorization of a product of three matrices | 1991-01-01 | Paper |
| The Restricted Singular Value Decomposition of Matrix Triplets | 1991-01-01 | Paper |
| The Restricted Total Least Squares Problem: Formulation, Algorithm, and Properties | 1991-01-01 | Paper |
| Regularization and the General Gauss-Markov Linear Model | 1990-01-01 | Paper |
