| Stability and Risk Bounds of Iterative Hard Thresholding | Mar 17, 2022 | compressed sensingOpen-Ended Question Answering | —Unverified | 0 |
| Neural Message Passing for Objective-Based Uncertainty Quantification and Optimal Experimental Design | Mar 14, 2022 | Experimental Designparameter estimation | CodeCode Available | 0 |
| Online Dynamic Parameter Estimation of an Alkaline Electrolysis System Based on Bayesian Inference | Mar 8, 2022 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings | Mar 3, 2022 | parameter estimationWord Embeddings | CodeCode Available | 0 |
| Parameter estimation for WMTI-Watson model of white matter using encoder-decoder recurrent neural network | Mar 1, 2022 | DecoderDiffusion MRI | CodeCode Available | 0 |
| Parameter estimation and model reduction for retinal laser treatment | Feb 25, 2022 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Exploratory Hidden Markov Factor Models for Longitudinal Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae | Feb 25, 2022 | Heart Rate VariabilityModel Selection | —Unverified | 0 |
| Support Recovery in Mixture Models with Sparse Parameters | Feb 24, 2022 | parameter estimation | —Unverified | 0 |
| Deep Metric Learning-Based Semi-Supervised Regression With Alternate Learning | Feb 23, 2022 | Metric Learningparameter estimation | —Unverified | 0 |
| Dynamic Survival Analysis for non-Markovian Epidemic Models | Feb 21, 2022 | parameter estimationSurvival Analysis | CodeCode Available | 0 |
| DFT-Spread Orthogonal Time Frequency Space System with Superimposed Pilots for Terahertz Integrated Sensing and Communication | Feb 21, 2022 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Sensing as a Service in 6G Perceptive Networks: A Unified Framework for ISAC Resource Allocation | Feb 21, 2022 | FairnessISAC | —Unverified | 0 |
| Model Calibration of the Liquid Mercury Spallation Target using Evolutionary Neural Networks and Sparse Polynomial Expansions | Feb 18, 2022 | parameter estimation | —Unverified | 0 |
| A Free Lunch with Influence Functions? Improving Neural Network Estimates with Concepts from Semiparametric Statistics | Feb 18, 2022 | Causal Inferenceparameter estimation | —Unverified | 0 |
| Refined Convergence Rates for Maximum Likelihood Estimation under Finite Mixture Models | Feb 17, 2022 | parameter estimation | CodeCode Available | 0 |
| An alternative approach to train neural networks using monotone variational inequality | Feb 17, 2022 | parameter estimation | CodeCode Available | 0 |
| Model-Based Neural Network and Its Application to Line Spectral Estimation | Feb 14, 2022 | parameter estimation | —Unverified | 0 |
| Tensor Moments of Gaussian Mixture Models: Theory and Applications | Feb 14, 2022 | parameter estimationTensor Decomposition | CodeCode Available | 0 |
| Application and reduction of a nonlinear hyperelastic wall model capturing ex vivo relationships between fluid pressure, area and wall thickness in normal and hypertensive murine left pulmonary arteries | Feb 11, 2022 | parameter estimation | —Unverified | 0 |
| Improving Computational Complexity in Statistical Models with Second-Order Information | Feb 9, 2022 | parameter estimation | —Unverified | 0 |
| Functional Mixtures-of-Experts | Feb 4, 2022 | Clusteringparameter estimation | —Unverified | 0 |
| Fenrir: Physics-Enhanced Regression for Initial Value Problems | Feb 2, 2022 | Numerical Integrationparameter estimation | CodeCode Available | 0 |
| Communication Efficient Federated Learning for Generalized Linear Bandits | Feb 2, 2022 | Federated Learningparameter estimation | —Unverified | 0 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation | Feb 1, 2022 | Computational Efficiencyparameter estimation | CodeCode Available | 0 |
| Approximate Bayesian Computation Based on Maxima Weighted Isolation Kernel Mapping | Jan 30, 2022 | parameter estimation | —Unverified | 0 |
| A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis | Jan 28, 2022 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| Covert Communications through Imperfect Cancellation | Jan 25, 2022 | parameter estimation | —Unverified | 0 |
| Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems | Jan 25, 2022 | parameter estimationThompson Sampling | —Unverified | 0 |
| Analytic Mutual Information in Bayesian Neural Networks | Jan 24, 2022 | Active Learningparameter estimation | —Unverified | 0 |
| Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade Modeling | Jan 22, 2022 | Generative Adversarial Networkparameter estimation | —Unverified | 0 |
| Debiased Graph Neural Networks with Agnostic Label Selection Bias | Jan 19, 2022 | parameter estimationSelection bias | —Unverified | 0 |
| Encoding large information structures in linear algebra and statistical models | Jan 15, 2022 | Dimensionality Reductionparameter estimation | CodeCode Available | 0 |
| Common Phone: A Multilingual Dataset for Robust Acoustic Modelling | Jan 15, 2022 | Acoustic Modellingparameter estimation | CodeCode Available | 0 |
| Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation | Jan 13, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Joint Transmit and Reflective Beamformer Design for Secure Estimation in IRS-Aided WSNs | Jan 12, 2022 | parameter estimation | —Unverified | 0 |
| Boosted-SpringDTW for Comprehensive Feature Extraction of Physiological Signals | Jan 11, 2022 | Dynamic Time Warpingparameter estimation | —Unverified | 0 |
| Robust classification with flexible discriminant analysis in heterogeneous data | Jan 9, 2022 | Classificationparameter estimation | CodeCode Available | 0 |
| Fast Learning of MNL Model from General Partial Rankings with Application to Network Formation Modeling | Dec 31, 2021 | Discrete Choice Modelsparameter estimation | CodeCode Available | 0 |
| Globally convergent visual-feature range estimation with biased inertial measurements | Dec 23, 2021 | parameter estimation | —Unverified | 0 |
| Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions | Dec 21, 2021 | Data Augmentationparameter estimation | —Unverified | 0 |
| Detecting Model Misspecification in Amortized Bayesian Inference with Neural Networks | Dec 16, 2021 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Channel Parameter Estimation in the Presence of Phase Noise Based on Maximum Correntropy Criterion | Dec 15, 2021 | parameter estimation | —Unverified | 0 |
| Robust factored principal component analysis for matrix-valued outlier accommodation and detection | Dec 13, 2021 | Dimensionality ReductionOutlier Detection | —Unverified | 0 |
| Adaptive calibration of Heston Model using PCRLB based switching Filter | Dec 8, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Accurate parameter estimation using scan-specific unsupervised deep learning for relaxometry and MR fingerprinting | Dec 7, 2021 | parameter estimation | —Unverified | 0 |
| Posterior Cramer-Rao Lower Bound based Adaptive State Estimation for Option Price Forecasting | Dec 6, 2021 | parameter estimationState Estimation | —Unverified | 0 |
| Bayes in Wonderland! Predictive supervised classification inference hits unpredictability | Dec 3, 2021 | Classificationparameter estimation | CodeCode Available | 0 |
| High-Precision Inversion of Dynamic Radiography Using Hydrodynamic Features | Dec 2, 2021 | Diagnosticparameter estimation | —Unverified | 0 |
| Learning to Select Exogenous Events for Marked Temporal Point Process | Dec 1, 2021 | parameter estimationPoint Processes | —Unverified | 0 |