Kernel Density Estimation

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  1. Distributionally Faithful Imputation via Positive Semi-Definite Kernel Density Estimation

    Jul 8, 2026Andrea Basteri, Carlo Ciliberto, Alessandro RudiIncomplete Data ImputationKernel Density Estimation

    Inria - Ecole Normale Supériore · Department of Computer Science - UCL · SDA Bocconi School of Management

  2. Geometry-Aware Bayesian Quantification via Compositional Data Analysis

    Jul 6, 2026Alejandro Moreo, Pablo González, Juan José del CozLabel ShiftBayesian Inference

    Istituto di Scienza e Tecnologie dell’Informazione Consiglio Nazionale delle Ricerche Pisa, Italy · Artificial Intelligence Center University of Oviedo Asturias, Spain

  3. Bandwidth Selection in Kernel Density Estimation for Model Calibration

    Jun 29, 2026Han Zhou, Teodora Popordanoska, Matthew BlaschkoModel CalibrationKernel Density Estimation

    Department ESAT, Center for Processing Speech and Images, KU Leuven, Leuven, Belgium

  4. Cascade-KDE: Robust Time-Series Restoration under Out-of-Distribution Impulse Corruptions

    May 22, 2026Yuefeng Liu, Ning Yang, Ziyu YangDistribution Shift RobustnessTime Series Imputation

    School of Digital and Intelligent Industry (School of Cyber Science and Technology), Inner Mongolia University of Science and Technology, Baotou, China

  5. Adaptive Kernel Density Estimation with Pre-training

    May 13, 2026Ruitong Zhang, Ke DengKernel Density EstimationDensity Estimation

    Department of Statistics and Data Science Tsinghua University Beijing, China

  6. Raising the Ceiling: Better Empirical Fixation Densities for Saliency Benchmarking

    May 5, 2026Susmit Agrawal, Jannis Hollman, Matthias KümmererBenchmark DesignEye Tracking

    Tübingen AI Center, University of Tübingen, Germany

  7. Attention in Geometry: Scalable Spatial Modeling via Adaptive Density Fields and FAISS-Accelerated Kernels

    Jan 5, 2026Zhaowen Fan, Yunxiang HanKernel Density Estimation

    School of Computer, SICHUAN UNIVERSITY, CHENGDU, CHINA, 610065

  8. Sublinear Sketches for Approximate Nearest Neighbor and Kernel Density Estimation

    Oct 27, 2025Ved Danait, Srijan Das, Sujoy BhoreRandomized SketchingKernel Density Estimation

    Department of Computer Science & Engineering, Indian Institute of Technology Bombay, Mumbai, India. · Department of Computer Science & Engineering and Centre for Machine Intelligence & Data Science (CMINDS), Indian Institute of Technology Bombay, Mumbai, India.