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Linear Algebra

480 directly classified papers

Papers per year

Papers

Duality in RKHSs with Infinite Dimensional Outputs: Application to Robust Losses ICML 2020
Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020
Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs COLING 2020
Robust Low-Rank Discovery of Data-Driven Partial Differential Equations AAAI 2020
Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False ICML 2020
Eliminating the Invariance on the Loss Landscape of Linear Autoencoders ICML 2020
Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020
Learning from Non-Binary Constituency Trees via Tensor Decomposition COLING 2020
An Inverse-free Truncated Rayleigh-Ritz Method for Sparse Generalized Eigenvalue Problem AISTATS 2020
Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020
Pursuit of Low-Rank Models of Time-Varying Matrices Robust to Sparse and Measurement Noise AAAI 2020
Tensor-SVD Based Graph Learning for Multi-View Subspace Clustering AAAI 2020
Efficient Spectrum-Revealing CUR Matrix Decomposition AISTATS 2020
Revisiting the Landscape of Matrix Factorization AISTATS 2020
Message Passing Least Squares Framework and its Application to Rotation Synchronization ICML 2020
Perturbation Analysis of the 8-Point Algorithm: A Case Study for Wide FoV Cameras CVPR 2019
The Sup-norm Perturbation of HOSVD and Low Rank Tensor Denoising JMLR 2019
Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices JMLR 2019
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization AAAI 2019
On Sampling Complexity of the Semidefinite Affine Rank Feasibility Problem AAAI 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Distributed estimation of the inverse Hessian by determinantal averaging NIPS 2019
Recovery Guarantees For Quadratic Tensors With Sparse Observations AISTATS 2019
Parameter-free Sentence Embedding via Orthogonal Basis IJCNLP 2019
Minimal Rewiring: Efficient Live Expansion for Clos Data Center Networks NSDI 2019