| Near-Field Integrated Sensing and Communication: Performance Analysis and Beamforming Design | Aug 12, 2023 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Generalized Forgetting Recursive Least Squares: Stability and Robustness Guarantees | Aug 8, 2023 | parameter estimation | —Unverified | 0 |
| Structured Low-Rank Tensors for Generalized Linear Models | Aug 5, 2023 | parameter estimationregression | —Unverified | 0 |
| Learning from Topology: Cosmological Parameter Estimation from the Large-scale Structure | Aug 4, 2023 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| A State-Space Perspective on Modelling and Inference for Online Skill Rating | Aug 4, 2023 | Computational Efficiencyparameter estimation | CodeCode Available | 1 |
| FlexDTI: Flexible diffusion gradient encoding scheme-based highly efficient diffusion tensor imaging using deep learning | Aug 2, 2023 | parameter estimation | —Unverified | 0 |
| Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance | Jul 31, 2023 | Collision AvoidanceDenoising | —Unverified | 0 |
| Advancing Smart Malnutrition Monitoring: A Multi-Modal Learning Approach for Vital Health Parameter Estimation | Jul 31, 2023 | 3D ClassificationNutrition | —Unverified | 0 |
| Simulation-based Inference for Cardiovascular Models | Jul 26, 2023 | parameter estimation | —Unverified | 0 |
| Solution Path of Time-varying Markov Random Fields with Discrete Regularization | Jul 25, 2023 | parameter estimation | —Unverified | 0 |
| Beyond Convergence: Identifiability of Machine Learning and Deep Learning Models | Jul 21, 2023 | Deep Learningparameter estimation | —Unverified | 0 |
| A Bayesian Programming Approach to Car-following Model Calibration and Validation using Limited Data | Jul 19, 2023 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Amortised Experimental Design and Parameter Estimation for User Models of Pointing | Jul 19, 2023 | Experimental Designparameter estimation | —Unverified | 0 |
| Regression-free Blind Image Quality Assessment with Content-Distortion Consistency | Jul 18, 2023 | Image Quality AssessmentNo-Reference Image Quality Assessment | —Unverified | 0 |
| Overlapping Batch Confidence Intervals on Statistical Functionals Constructed from Time Series: Application to Quantiles, Optimization, and Estimation | Jul 17, 2023 | parameter estimationTime Series | —Unverified | 0 |
| Mitigating Adversarial Vulnerability through Causal Parameter Estimation by Adversarial Double Machine Learning | Jul 14, 2023 | Adversarial Robustnessparameter estimation | CodeCode Available | 1 |
| Rician likelihood loss for quantitative MRI using self-supervised deep learning | Jul 13, 2023 | parameter estimationQuantitative MRI | —Unverified | 0 |
| On Collaboration in Distributed Parameter Estimation with Resource Constraints | Jul 12, 2023 | Distributed Computingparameter estimation | —Unverified | 0 |
| Minimax Excess Risk of First-Order Methods for Statistical Learning with Data-Dependent Oracles | Jul 10, 2023 | Federated Learningparameter estimation | —Unverified | 0 |
| On IMU preintegration: A nonlinear observer viewpoint and its application | Jul 9, 2023 | parameter estimation | —Unverified | 0 |
| On the sample complexity of parameter estimation in logistic regression with normal design | Jul 9, 2023 | Binary ClassificationGeneralization Bounds | —Unverified | 0 |
| Conditional Korhunen-Loéve regression model with Basis Adaptation for high-dimensional problems: uncertainty quantification and inverse modeling | Jul 5, 2023 | parameter estimationUncertainty Quantification | —Unverified | 0 |
| Multipath Time-delay Estimation with Impulsive Noise via Bayesian Compressive Sensing | Jul 5, 2023 | Compressive Sensingparameter estimation | —Unverified | 0 |
| Model-based T1, T2* and Proton Density Mapping Using a Bayesian Approach with Parameter Estimation and Complementary Undersampling Patterns | Jul 5, 2023 | parameter estimationQuantitative MRI | —Unverified | 0 |
| A physics-constrained machine learning method for mapping gapless land surface temperature | Jul 3, 2023 | parameter estimation | —Unverified | 0 |