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https://deepai.org/publication/unified-robust-estimation-via-the-coco Unified Robust Estimation via the COCO | DeepAI Oct 6, 2020 - 10/06/20 - Robust estimation is concerned with how to provide reliable parameter estimates in the presence of outliers. Numerous robust loss ... robust estimation unified via coco deepai https://deepai.org/publication/when-ot-meets-mom-robust-estimation-of-wasserstein-distance When OT meets MoM: Robust estimation of Wasserstein Distance | DeepAI Jun 18, 2020 - 06/18/20 - Issued from Optimal Transport, the Wasserstein distance has gained importance in Machine Learning due to its appealing geometrical... robust estimation wasserstein distance ot meets mom https://www.deutsche-digitale-bibliothek.de/item/VZCBOTTYYP5LLLFYV6NGWGYYCHMX32BL Robust estimation of change-point location - Deutsche Digitale Bibliothek robust estimation change point location deutsche digitale https://arxiv.org/abs/2107.00587 [2107.00587] Robust Estimation in Finite Mixture Models Abstract page for arXiv paper 2107.00587: Robust Estimation in Finite Mixture Models robust estimation 2107 finite mixture models https://www.ets.org/research/policy_research_reports/publications/article/1982/bhmt.html Robust Estimation of Parole Outcome robust estimation parole outcome https://arxiv.org/abs/2010.08444 [2010.08444] Robust Estimation for Multivariate Wrapped Models Abstract page for arXiv paper 2010.08444: Robust Estimation for Multivariate Wrapped Models robust estimation 2010 multivariate wrapped models https://deepai.org/publication/outlier-robust-estimation-hardness-minimally-tuned-algorithms-and-applications Outlier-Robust Estimation: Hardness, Minimally-Tuned Algorithms, and Applications | DeepAI Jul 29, 2020 - 07/29/20 - Nonlinear estimation in robotics and vision is typically plagued with outliers due to wrong data association, or to incorrect dete... robust estimation outlier hardness minimally tuned https://www.deutsche-digitale-bibliothek.de/item/JFDITH3FXGBJBQJUMFA5FTLIHR6EBSYN Robust Estimation of Dimension Reduction Space - Deutsche Digitale Bibliothek robust estimation dimension reduction space deutsche digitale https://www.deutsche-digitale-bibliothek.de/item/BT6GBNEDNWQG2HHHBHSZ5JPH5CTPPIFQ Robust estimation in econometric models - Deutsche Digitale Bibliothek robust estimation econometric models deutsche digitale bibliothek https://jmlr.org/papers/v14/aravkin13a.html Sparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling,... robust estimation https://www.deutsche-digitale-bibliothek.de/item/X436ZYE2UWQYM5DMXLQLDTGLEJFPNFGY Robust estimation of the expected inflation - Deutsche Digitale Bibliothek robust estimation of the expected inflation deutsche digitale https://deepai.org/publication/fair-and-robust-estimation-of-heterogeneous-treatment-effects-for-policy-learning Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning | DeepAI Jun 6, 2023 - 06/06/23 - We propose a simple and general framework for nonparametric estimation of heterogeneous treatment effects under fairness constrain... robust estimation https://www.econstor.eu/handle/10419/309987 EconStor: Robust estimation and inference in panels with interactive fixed effects EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. robust estimation econstor inference https://www.deutsche-digitale-bibliothek.de/item/46IOYE7NLWXY3YUZRXMMGG4N4PGETSRU Robust estimation of dimension reduction space - Deutsche Digitale Bibliothek robust estimation dimension reduction space deutsche digitale https://arxiv.org/abs/1906.01614 [1906.01614] Confidence Regions in Wasserstein Distributionally Robust Estimation Abstract page for arXiv paper 1906.01614: Confidence Regions in Wasserstein Distributionally Robust Estimation 1906 confidence regions wasserstein distributionally https://openreview.net/forum?id=l7XY0afPUK&referrer=%5Bthe%20profile%20of%20Thomas%20TCK%20Zhang%5D(%2Fprofile%3Fid%3D~Thomas_TCK_Zhang1) Performance-Robustness Tradeoffs in Adversarially Robust Control and Estimation | OpenReview Efforts by the reinforcement learning community to close the sim-to-real gap have resulted in policy optimization objectives, which are distinct from, although... robust control performance robustness tradeoffs estimation https://aclanthology.org/H89-2045/ Spectral Estimation for Noise Robust Speech Recognition - ACL Anthology Adoram Erell, Mitch Weintraub. Speech and Natural Language: Proceedings of a Workshop Held at Cape Cod, Massachusetts, October 15-18, 1989. 1989. spectral estimation speech recognition noise robust acl https://elifesciences.org/articles/47994v1 DeepPoseKit, a software toolkit for fast and robust animal pose estimation using deep learning |... https://openreview.net/forum?id=4NWtrQciRH&referrer=%5Bthe%20profile%20of%20Jun%20Cheng%5D(%2Fprofile%3Fid%3D~Jun_Cheng2) Evidential Learning-based Certainty Estimation for Robust Dense Feature Matching | OpenReview Dense feature matching methods aim to estimate a dense correspondence field between images. Inaccurate correspondence can occur due to the presence of... learning based feature matching evidential certainty estimation https://jmlr.org/papers/v26/23-1583.html Outlier Robust and Sparse Estimation of Linear Regression Coefficients linear regression outlier robust sparse estimation https://ideas.repec.org/p/nbr/nberwo/15533.html Jump-Robust Volatility Estimation using Nearest Neighbor Truncation Downloadable! We propose two new jump-robust estimators of integrated variance based on high-frequency return observations. These MinRV and MedRV estimators... nearest neighbor jump robust volatility estimation https://openreview.net/forum?id=SygyKk24FH MMD-Bayes: Robust Bayesian Estimation via Maximum Mean Discrepancy | OpenReview Robust Bayesian Estimation via Maximum Mean Discrepancy bayesian estimation mmd robust via maximum https://elifesciences.org/reviewed-preprints/95709v1 Anti-drift pose tracker (ADPT): A transformer-based network for robust animal pose estimation... https://www.econstor.eu/handle/10419/189741 EconStor: Locally robust semiparametric estimation EconStor is a publication server for scholarly economic literature, provided as a non-commercial public service by the ZBW. econstor locally robust semiparametric estimation https://www.iza.org/en/publications/dp/7564/semiparametric-estimation-and-inference-using-doubly-robust-moment-conditions Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions | IZA@LISER Network We study semiparametric two-step estimators which have the same structure as parametric doubly robust estimators in their second step, but retain a fu... https://openreview.net/forum?id=AvHeCmK2fsE Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference | OpenReview We propose a novel direct pose-level inference to estimate occluded person pose in crowded scenes. pose estimation crowded scenes direct level robust https://openreview.net/forum?id=D9_PKXerWXZQ&referrer=%5Bthe%20profile%20of%20Soroosh%20Shafiee%5D(%2Fprofile%3Fid%3D~Soroosh_Shafiee1) Bridging Bayesian and Minimax Mean Square Error Estimation via Wasserstein Distributionally Robust... We introduce a distributionally robust minimium mean square error estimation model with a Wasserstein ambiguity set to recover an unknown signal from a noisy... mean square error https://elifesciences.org/reviewed-preprints/95709v1/reviews Anti-drift pose tracker (ADPT): A transformer-based network for robust animal pose estimation... https://elifesciences.org/reviewed-preprints/95709/figures Anti-drift pose tracker (ADPT): A transformer-based network for robust animal pose estimation... https://deepai.org/publication/a-generalized-and-robust-method-towards-practical-gaze-estimation-on-smart-phone A Generalized and Robust Method Towards Practical Gaze Estimation on Smart Phone | DeepAI Oct 16, 2019 - 10/16/19 - Gaze estimation for ordinary smart phone, e.g. estimating where the user is looking at on the phone screen, can be applied in vari... https://openreview.net/forum?id=Znpz1sv4IP SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation |... In this paper, we introduce an SE(3) diffusion model-based point cloud registration framework for 6D object pose estimation in real-world scenarios. Our... https://deepai.org/publication/dasc-robust-dense-descriptor-for-multi-modal-and-multi-spectral-correspondence-estimation DASC: Robust Dense Descriptor for Multi-modal and Multi-spectral Correspondence Estimation | DeepAI Apr 27, 2016 - 04/27/16 - Establishing dense correspondences between multiple images is a fundamental task in many applications. However, finding a reliable... multi modal https://arxiv.org/abs/2509.22957v2 [2509.22957v2] Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas Abstract page for arXiv paper 2509.22957v2: Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas llm as a judge https://openreview.net/forum?id=0NrWI0Of7S Robust Tangent Space Estimation via Laplacian Eigenvector Gradient Orthogonalization | OpenReview Estimating the tangent spaces of a data manifold is a fundamental problem in data analysis. The standard approach, Local Principal Component Analysis (LPCA),... tangent space robust estimation via laplacian https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2015.00210/full Frontiers | Robust estimation of group-wise cortical correspondence with an application to macaque... We present a novel group-wise registration method for cortical correspondence for local cortical thickness analysis in human and non-human primate neuroimagi... https://arxiv.org/abs/1702.05860 [1702.05860] Robust Sparse Estimation Tasks in High Dimensions Abstract page for arXiv paper 1702.05860: Robust Sparse Estimation Tasks in High Dimensions 1702 robust sparse estimation tasks https://arxiv.org/abs/2502.14772 [2502.14772] Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination Abstract page for arXiv paper 2502.14772: Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination efficient multivariate robust mean estimation https://www.iza.org/publications/dp/7564/semiparametric-estimation-and-inference-using-doubly-robust-moment-conditions Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions | IZA@LISER Network We study semiparametric two-step estimators which have the same structure as parametric doubly robust estimators in their second step, but retain a fu... https://pmc.ncbi.nlm.nih.gov/articles/PMC12094611/ Strategies for motion- and respiration-robust estimation of fMRI intrinsic neural timescales - PMC Intrinsic neural timescales (INT) reflect the time window of neural integration within a brain region and can be measured via resting-state functional magnetic... https://jmlr.org/papers/v26/23-1587.html Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially... average treatment effect https://www.sintef.no/en/publications/publication/1291693/ Robust simulation of sharp-interface models for fast estimation of CO2 trapping capacity in... https://openreview.net/forum?id=CI5Cj0vktS Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport | OpenReview Aggregating data from multiple sources can be formalized as an *Optimal Transport* (OT) barycenter problem, which seeks to compute the average of probability... optimal transport robust barycenter estimation using https://openreview.net/forum?id=C6PiH9Fkjd&referrer=%5Bthe%20profile%20of%20Fabian%20Schaipp%5D(%2Fprofile%3Fid%3D~Fabian_Schaipp1) Robust gradient estimation in the presence of heavy-tailed noise | OpenReview In applications such as training transformers on NLP tasks, or distributed learning in the presence of corrupted nodes, the stochastic gradients have a... in the heavy tailed robust gradient estimation https://elifesciences.org/articles/47994/figures Figures and data in DeepPoseKit, a software toolkit for fast and robust animal pose estimation... A new deep-learning software toolkit with general-purpose methods for quickly and reliably measuring the full body posture of animals directly from images or... figures and data https://deepai.org/publication/robust-deep-neural-network-estimation-for-multi-dimensional-functional-data Robust Deep Neural Network Estimation for Multi-dimensional Functional Data | DeepAI May 19, 2022 - 05/19/22 - In this paper, we propose a robust estimator for the location function from multi-dimensional functional data. The proposed estima... deep neural network multi dimensional functional data robust estimation https://jmlr.org/papers/v21/18-143.html Provably robust estimation of modulo 1 samples of a smooth function with applications to phase... https://www.deutsche-digitale-bibliothek.de/item/RLJINZRRR5NQCGXIHOCYMSYMNXGHDOBM Robust designs for series estimation - Deutsche Digitale Bibliothek designs for robust series estimation deutsche https://www.sintef.no/en/publications/publication/1777372/ Variational Data Assimilation - Towards Robust Vector Flow Estimation with Ultrasound - SINTEF data assimilation vector flow variational towards robust https://www.mdpi.com/1424-8220/16/9/1494 Fast and Robust Real-Time Estimation of Respiratory Rate from Photoplethysmography Respiratory rate (RR) is a useful vital sign that can not only provide auxiliary information on physiological changes within the human body, but also indicate... real time respiratory rate fast robust https://arxiv.org/abs/1604.04516 [1604.04516] Robust adaptive efficient estimation for semi-Markov nonparametric regression models Abstract page for arXiv paper 1604.04516: Robust adaptive efficient estimation for semi-Markov nonparametric regression models https://arxiv.org/abs/1909.04325 [1909.04325] Robust Multivariate Estimation Based On Statistical Depth Filters Abstract page for arXiv paper 1909.04325: Robust Multivariate Estimation Based On Statistical Depth Filters based on 1909 robust multivariate estimation https://openreview.net/forum?id=WSi4IiMaCx A Subquadratic Time Algorithm for Robust Sparse Mean Estimation | OpenReview We study the algorithmic problem of sparse mean estimation in the presence of adversarial outliers. Specifically, the algorithm observes a *corrupted* set of... subquadratic time algorithm robust sparse mean https://deepai.org/publication/robust-fiber-odf-estimation-using-deep-constrained-spherical-deconvolution-for-diffusion-mri Robust Fiber ODF Estimation Using Deep Constrained Spherical Deconvolution for Diffusion MRI |... Jun 5, 2023 - 06/05/23 - Diffusion-weighted magnetic resonance imaging (DW-MRI) is a critical imaging method for capturing and modeling tissue microarchite... https://www.mdpi.com/1424-8220/22/9/3545 LiDAR- and Radar-Based Robust Vehicle Localization with Confidence Estimation of Matching Results Localization is an important technology for autonomous driving. Map-matching using road surface pattern features gives accurate position estimation and has... https://www.iza.org/de/publications/dp/7564/semiparametric-estimation-and-inference-using-doubly-robust-moment-conditions Semiparametric Estimation and Inference Using Doubly Robust Moment Conditions | IZA@LISER Network We study semiparametric two-step estimators which have the same structure as parametric doubly robust estimators in their second step, but retain a fu... https://openreview.net/forum?id=VxaRmqBBog Neural Network-Driven Estimation of Hardware Impairments for Robust Wireless Device Identification... We proposed a neural network (NN)-based framework for the joint estimation of hardware impairments in wireless devices. We validated the approach using... neural network https://www.usgs.gov/publications/leveraging-local-wildlife-surveys-robust-occupancy-trend-estimation Leveraging local wildlife surveys for robust occupancy trend estimation | U.S. Geological Survey Natural resource agencies are frequently tasked with monitoring populations of at-risk species to ensure management activities do not negatively affect the... https://deepai.org/publication/robust-kernel-density-estimation-with-median-of-means-principle Robust Kernel Density Estimation with Median-of-Means principle | DeepAI Jun 30, 2020 - 06/30/20 - In this paper, we introduce a robust nonparametric density estimator combining the popular Kernel Density Estimation method and th... kernel density estimation robust median means principle https://www.nist.gov/publications/robust-spin-relaxometry-fast-adaptive-bayesian-estimation Robust spin relaxometry with fast adaptive Bayesian estimation | NIST Nov 29, 2022 - Spin relaxometry with nitrogen-vacancy (NV) centers in diamond offers a spectrally selective, atomically localized, and calibrated measurement of microwave-freq bayesian estimation robust spin relaxometry fast https://arxiv.org/abs/2210.04187v1 [2210.04187v1] Robust analytic continuation of Green's functions via projection, pole estimation,... Abstract page for arXiv paper 2210.04187v1: Robust analytic continuation of Green's functions via projection, pole estimation, and semidefinite relaxation green s functions https://arxiv.org/abs/1502.02677 [1502.02677] Robust Calibration of a Universal Single-Qubit Gate-Set via Robust Phase Estimation Abstract page for arXiv paper 1502.02677: Robust Calibration of a Universal Single-Qubit Gate-Set via Robust Phase Estimation