Robust Estimation

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8 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Robust Moment-Based Estimation via Spectral Gradient Reweighting

    May 26, 2026Liu Zhang, Amit SingerRobust Estimation

    Program in Applied and Computational Mathematics, Princeton University, Princeton, NJ 08544 USA · Department of Mathematics and Program in Applied and Computational Mathematics, Princeton University, Princeton, NJ 08544 USA

  2. Beyond Differences: Doubly Robust Meta-Learners for Ratio-Based Treatment Effects

    May 25, 2026Michael Fuchs, Dominik KreissCausal Effect EstimationConditional Average Treatment Effect Estimation

    Actuarial Department Allianz Versicherungs-AG Munich, Germany

  3. Multi-task Linear Regression without Eigenvalue Lower Bounds: Adaptivity, Robustness, and Safety

    May 16, 2026Seok-Jin KimRobust RegressionMulti-Task Learning

    Columbia IEOR

  4. Byzantine-Robust Distributed Sparse Learning Revisited

    May 13, 2026Yuxuan Wang, Lixin Zhang, Kangqiang LiRobust RegressionDistributed Optimization

    School of Mathematical Sciences, Zhejiang University, Hangzhou, 310027, Zhejiang, China · School of Statistics and Mathematics, Zhejiang Gongshang University, Hangzhou, 310018, Zhejiang, China · Information Center, Hubei Provincial Tobacco Monopoly Administration, Wuhan, 430030, Hubei, China

  5. SHIFT: Robust Double Machine Learning for Average Dose-Response Functions under Heavy-Tailed Contamination

    Apr 30, 2026Eichi UeharaDouble MLRobust Regression

    Independent researcher.

  6. Preserve, Then Resolve: Many-to-Many Association and Robust Estimation with General-Purpose Visual Features

    Apr 26, 2026Haodong Jiang, Mingzhe Li, Junfeng WuRelative Pose EstimationImage Matching

    School of Data Science, CUHK (SZ)

  7. Non-Minimal Sampling and Consensus for Prohibitively Large Datasets

    Apr 24, 2026Seong Hun Lee, Patrick Vandewalle, Javier CiveraCamera Pose EstimationPoint Cloud Registration

    I3A, University of Zaragoza, 50018 Zaragoza, Spain · EAVISE, KU Leuven, 2860 Sint-Katelijne-Waver, Belgium

  8. S2MAM: Semi-supervised Meta Additive Model for Robust Estimation and Variable Selection

    Apr 21, 2026Xuelin Zhang, Hong Chen, Yingjie Wang +2Manifold LearningFeature Selection

    Huazhong Agricultural University · China University of Petroleum (East China) · Xi’an Jiaotong University +1

  9. Wasserstein Distributionally Robust Risk-Sensitive Estimation via Conditional Value-at-Risk

    Apr 20, 2026Feras Al Taha, Eilyan BitarDistributionally Robust OptimizationWasserstein Distributionally Robust Optimization

    School of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14853 USA

  10. Conformal Robust Set Estimation

    Apr 20, 2026Alejandro Cholaquidis, Emilien Joly, Leonardo MorenoConformal PredictionRobust Estimation

    *Centro de Matem´atica, Facultad de Ciencias, Universidad de la Rep´ublica, Uruguay · †Centro de Investigaci´on en Matem´aticas (CIMAT), M´exico · ‡Departamento de M´etodos Cuantitativos, Facultad de Ciencias Econ´omicas y de Administraci´on, Universidad de la Rep´ublica, Uruguay

  11. A Robust Evaluation of Probe Robustness: Lessons for Reliable OOD Uncertainty Quantification

    Apr 13, 2026Joe Stacey, Hadas Orgad, Kentaro Inui +2LLM EvaluationUncertainty Quantification

    University of Sheffield · Kempner Institute at Harvard University · MBZUAI +2

  12. Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification

    Jan 6, 2022Saptarshi Chakraborty, Debolina Paul, Swagatam DasRobust RegressionModel Misspecification

    Department of Statistics, University of California, Berkeley · Department of Statistics, Stanford University · Electronics and Communication Sciences Unit, Indian Statistical Institute, Kolkata, India