| 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 |