Bayesian Quadrature

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1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Neural Harmonic Measure Operator

    Sep 28, 2026Jinjin He, Sinan Wang, Yuchen Sun +1Bayesian QuadratureProbability Measures

    Georgia Institute of Technology

  2. Subgroup Rank-1 Lattice for Practical High-dimensional Black-box Integral Approximation

    Sep 28, 2026Yueming LyuKernel MethodBayesian Quadrature

    Centre for Frontier AI Research (CFAR) Agency for Science, Technology and Research (A*STAR) 1 Fusionopolis Way #16-16 Connexis Singapore, 138632

  3. Prospective Coding Improves Learning in Deep Continuous-Time Recurrent Networks

    Sep 3, 2026Shivang Rawat, Mirko Morello, Flaviano Morone +1Recurrent Neural NetworksRecurrent Model

    Telepath · New York University

  4. Optimal Neural Network Approximation via Empirical Least Squares with Deterministic Samples

    Aug 7, 2026Xinliang Liu, Tong Mao, Jinchao XuNeural ApproximationsSpectral Representation Method

    School of Mathematical Sciences, Ocean University of China, Qingdao 266100, China · Shenzhen Loop Area Institute, Shenzhen 518000, P. R. China

  5. Hierarchical Bayesian Quadrature

    Jul 12, 2026Tim Weiland, Toni Karvonen, Philipp HennigBayesian QuadratureBayesian Inference

    Tübingen AI Center, University of Tübingen, Tübingen, Germany · School of Engineering Sciences, Lappeenranta–Lahti University of Technology LUT, Lappeenranta, Finland

  6. Quadrature-Aware Complex-Linear Neural Operator for Boundary-to-Field Prediction in Resonant Acoustics

    Jul 5, 2026Muhammad Idrees Khan, Hua-Dong YaoFourier Neural OperatorsBayesian Quadrature

    Department of Mechanical Engineering, Chalmers University of Technology Gothenburg 41296, Sweden

  7. Sequential sparse Gaussian process quantile regression

    Jun 30, 2026Hugo Nicolas, Olivier Le MaîtreGaussian ProcessQuantile Regression

    PLATON, CMAP · Inria, Center for Applied Mathematics, ´Ecole polytechnique, Institut Polytechnique de Paris, Palaiseau, France · CNRS, Center for Applied Mathematics, ´Ecole polytechnique, Institut Polytechnique de Paris, Palaiseau, France

  8. fTNN: a tensor neural network for fractional PDEs

    Jun 25, 2026Qingkui Ma, Hehu Xie, Xiaobo YinFourier Neural OperatorsPartial Differential Equations

    School of Mathematics and Statistics & Hubei Key Laboratory of Mathematical Sciences, Central China Normal University, Wuhan 430079, China · SKLMS, NCMIS, Academy of Mathematics and Systems Science, Chinese Academy of Sciences, No.55, Zhongguancun Donglu, Beijing 100190, China · School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing 100049, China +1

  9. Uncertainty Quantification of Engineering Structures by Polynomial Chaos Expansion and Multivariate Active Learning

    Jun 15, 2026Qitian Lu, Jafar Jafari-Asl, Panagiotis Spyridis +1Surrogate ModelsUncertainty Quantification

    Brno University of Technology, Brno, Czech Republic · University of Rostock, Rostock, Germany

  10. A Scalable Nonparametric Continuous-Time Survival Model through Numerical Quadrature

    May 15, 2026Chaeyeon Lee, Sehwan Kim, Hyungrok DoSurvival AnalysisTime-To-Event Data

    Department of Statistics · Ewha Womans University · Seoul, Korea +3

  11. LaWM: Least Action World Models for Long-Horizon Physical Consistency from Visual Observations

    May 8, 2026Qixin Xiao, Maani GhaffariLong-Horizon InferenceTransition Learning

    University of Michigan

  12. QuadraSHAP: Stable and Scalable Shapley Values for Product Games via Gauss-Legendre Quadrature

    May 7, 2026Majid Mohammadi, Grigory Reznikov, Pavel Sinitcyn +2Shapley ValueCoalition Formation

    AI Technology for Life, Information and Computing Sciences, Utrecht University, The Netherlands · Biomolecular Mass Spectrometry and Proteomics, Pharmaceutical Sciences, Utrecht University, The Netherlands · Rational Intelligence Lab, CISPA Helmholtz Center for Information Security, Germany +1

  13. Convex-Geometric Error Bounds for Positive-Weight Kernel Quadrature

    May 7, 2026Satoshi HayakawaReproducing Kernel Hilbert SpacesBayesian Quadrature

    The University of Tokyo

  14. ProEval: Proactive Failure Discovery and Efficient Performance Estimation for Generative AI Evaluation

    Apr 25, 2026Yizheng Huang, Wenjun Zeng, Aditi Kumaresan +1Multi-Dimensional EvaluationGenerative Artificial Intelligence

    Google DeepMind

  15. Finding Low Star Discrepancy 3D Kronecker Point Sets Using Algorithm Configuration Techniques

    Apr 1, 2026Imène Ait Abderrahim, Carola Doerr, Martin DurandMaximum Mean DiscrepancyBayesian Quadrature

    Sorbonne University, CNRS, LIP6, F-75005 Paris, France · Khemis Miliana University, Ain Defla, Algeria

  16. Stochastic Dimension Implicit Functional Projections for Global Integral Conservation in High-Dimensional PINNs

    Mar 31, 2026Zhangyong Liang, Huanhuan GaoBayesian QuadratureStructural Constraints

    National Center for Applied Mathematics, Tianjin University, Tianjin, 300072, China · School of Mechanical and Aerospace Engineering, Jilin University, Changchun 130025, China

  17. Bayesian Quadrature

    Feb 18, 2026Maren Mahsereci, Toni KarvonenBayesian QuadratureIntegral

    Yahoo Research · School of Engineering Sciences Lappeenranta–Lahti University of Technology LUT

  18. Statistical Taylor Expansion: A New and Path-Independent Method for Uncertainty Analysis

    Oct 2, 2024Chengpu WangInput UncertaintiesVariance

    Grossman Street, Melville, NY 11747, USA

  19. Monte Carlo with kernel-based Gibbs measures: Guarantees for probabilistic herding

    Feb 18, 2024Martin Rouault, Rémi Bardenet, Mylène MaïdaGibbsBayesian Quadrature

    1Univ. Lille, CNRS, Centrale Lille, UMR 9189 – CRIStAL, 59651 Villeneuve d’Ascq, France · 2Univ. Lille, CNRS, UMR 8524 – Laboratoire Paul Painlev´e, F-59000 Lille, France

  20. Scalable Krylov Subspace Methods for Generalized Mixed-Effects Models with Crossed Random Effects

    Date pendingPascal Kündig, Fabio SigristGeneralized Linear ModelSolver Iterations

    Lucerne University of Applied Sciences and Arts · University of Basel · Seminar for Statistics, ETH Zurich