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SIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE

IF2.6
Papers17
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Journal Papers 17
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Representation Theorems for Matrix Product States
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF2.6
delete2025-12-31
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deleteGuo, Erdong; Draper, David
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The Pontryagin Maximum Principle for Training Convolutional Neural Networks\ast
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deleteHofmann, S.; Borzi, A.
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Nonlinear Meta-learning Can Guarantee Faster Rates\ast
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deleteMeunier, Dimitri; Li, Zhu; Gretton, Arthur; Kpotufe, Samory
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Stochastic Optimal Transport in Banach Spaces for Regularized Estimation of Multivariate Quantiles
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IF2.6
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deleteBercu, Bernard; Bigot, Jeremie; Thurin, Gauthier
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Generative Modeling of Levy Area for High Order SDE Simulation
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF2.6
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deleteJelincic, Andraz; Tao, Jiajie; Turner, William F.; Cass, Thomas; Foster, James; Ni, Hao
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On Neural Network Approximation of Ideal Adversarial Attack and Convergence of Adversarial Training\ast
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IF2.6
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deleteHaldar, Rajdeep; Song, Qifan
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Complete and Continuous Invariants of 1-Periodic Sequences in Polynomial Time
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF2.6
delete2025-12-31
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deleteKurlin, Vitaliy A.
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Multilevel Diffusion: Infinite Dimensional Score-Based Diffusion Models for Image Generation
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF0
delete2025-09-30
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deleteHagemann, Paul; Mildenberger, Sophie; Ruthotto, Lars; Steidl, Gabriele; Yang, Nicole Tianjiao
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Theoretical Foundations of Ordinal Multidimensional Scaling, Including Internal Unfolding and External Unfolding
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF0
delete2025-09-30
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deleteArias-Castro, Ery; Berenfeld, Clement; Kane, Daniel
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Block Majorization Minimization with Extrapolation and Application to β-NMF
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF0
delete2025-09-30
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deleteHien, Le Thi Khanh; Leplat, Valentin; Gillis, Nicolas
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Plug-in Estimation of Schrodinger Bridges
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deletePooladian, Aram-Alexandre; Niles-Weed, Jonathan
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Efficient Estimation of the Central Mean Subspace via Smoothed Gradient Outer Products
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF0
delete2025-09-30
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deleteYuan, Gan; Xu, Mingyue; Kpotufe, Samory; Hsu, Daniel
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Maximum a Posteriori Inference for Factor Graphs via Benders' Decomposition
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IF0
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deleteDubey, Harsh Vardhan; Lee, Ji Ah; Flaherty, Patrick
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Clustering in Pure-Attention Hardmax Transformers and Its Role in Sentiment Analysis
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF0
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deleteAlcalde, Albert; Fantuzzi, Giovanni; Zuazua, Enrique
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Adaptive Smooth Nonstationary Bandits\ast
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
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deleteSuk, Joe
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On the Quality of Randomized Approximations of Tukey's Depth
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deleteBriend, Simon; Lugosi, Gabor; Oliveira, Roberto Imbuzeiro
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Log-Concave Density Estimation with Independent Components
deleteSIAM JOURNAL ON MATHEMATICS OF DATA SCIENCE
IF0
delete2025-09-30
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deleteKubal, Sharvaj; Campbell, Christian; Robeva, Elina
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