| Cramer-Rao Bound Optimization for Active RIS-Empowered ISAC Systems | Sep 17, 2023 | Integrated sensing and communicationISAC | —Unverified | 0 |
| On Computationally Efficient Learning of Exponential Family Distributions | Sep 12, 2023 | parameter estimation | —Unverified | 0 |
| Neural lasso: a unifying approach of lasso and neural networks | Sep 7, 2023 | parameter estimationVariable Selection | —Unverified | 0 |
| Using Neural Networks for Fast SAR Roughness Estimation of High Resolution Images | Sep 6, 2023 | parameter estimation | CodeCode Available | 0 |
| Transmission matrix parameter estimation of COVID-19 evolution with age compartments using ensemble-based data assimilation | Sep 6, 2023 | parameter estimation | —Unverified | 0 |
| Fast and High-Performance Learned Image Compression With Improved Checkerboard Context Model, Deformable Residual Module, and Knowledge Distillation | Sep 5, 2023 | Image CompressionKnowledge Distillation | —Unverified | 0 |
| Toward Value-oriented Renewable Energy Forecasting: An Iterative Learning Approach | Sep 2, 2023 | parameter estimation | CodeCode Available | 0 |
| Understanding step selection analysis through numerical integration | Aug 30, 2023 | Numerical Integrationparameter estimation | —Unverified | 0 |
| Ten New Benchmarks for Optimization | Aug 30, 2023 | parameter estimation | —Unverified | 0 |
| Identifiable specializations for ODE models | Aug 30, 2023 | parameter estimation | CodeCode Available | 0 |
| Likelihood-based inference and forecasting for trawl processes: a stochastic optimization approach | Aug 30, 2023 | parameter estimationStochastic Optimization | CodeCode Available | 0 |
| Heterogeneous Multi-Task Gaussian Cox Processes | Aug 29, 2023 | Bayesian InferenceData Augmentation | CodeCode Available | 0 |
| Parametric quantile autoregressive conditional duration models with application to intraday value-at-risk | Aug 29, 2023 | Diagnosticparameter estimation | —Unverified | 0 |
| Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing | Aug 28, 2023 | parameter estimation | —Unverified | 0 |
| A transport approach to sequential simulation-based inference | Aug 26, 2023 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| Machine learning in parameter estimation of nonlinear systems | Aug 23, 2023 | parameter estimationTime Series | —Unverified | 0 |
| Data-driven Identification of Parametric Governing Equations of Dynamical Systems Using the Signed Cumulative Distribution Transform | Aug 23, 2023 | parameter estimationregression | —Unverified | 0 |
| Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach | Aug 23, 2023 | Diagnosticparameter estimation | CodeCode Available | 0 |
| Non-Bayesian Post-Model-Selection Estimation as Estimation Under Model Misspecification | Aug 22, 2023 | channel selectionmodel | —Unverified | 0 |
| Parameter Estimation-Based States Reconstruction of Uncertain Linear Systems with Overparameterization and Unknown Additive Perturbations | Aug 20, 2023 | parameter estimation | —Unverified | 0 |
| Leveraging Intrinsic Properties for Non-Rigid Garment Alignment | Aug 18, 2023 | parameter estimation | —Unverified | 0 |
| Extended Target Parameter Estimation and Tracking with an HDA Setup for ISAC Applications | Aug 16, 2023 | Integrated sensing and communicationISAC | —Unverified | 0 |
| On-line Parameter Estimation of the Polarization Curve of a Fuel Cell with Guaranteed Convergence Properties: Theoretical and Experimental Results | Aug 12, 2023 | Fault Detectionparameter estimation | —Unverified | 0 |
| 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 |
| FlexDTI: Flexible diffusion gradient encoding scheme-based highly efficient diffusion tensor imaging using deep learning | Aug 2, 2023 | parameter estimation | —Unverified | 0 |
| Advancing Smart Malnutrition Monitoring: A Multi-Modal Learning Approach for Vital Health Parameter Estimation | Jul 31, 2023 | 3D ClassificationNutrition | —Unverified | 0 |
| Don't be so negative! Score-based Generative Modeling with Oracle-assisted Guidance | Jul 31, 2023 | Collision AvoidanceDenoising | —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 |
| 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 the sample complexity of parameter estimation in logistic regression with normal design | Jul 9, 2023 | Binary ClassificationGeneralization Bounds | —Unverified | 0 |
| On IMU preintegration: A nonlinear observer viewpoint and its application | Jul 9, 2023 | parameter estimation | —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 |
| Patch-CNN: Training data-efficient deep learning for high-fidelity diffusion tensor estimation from minimal diffusion protocols | Jul 3, 2023 | parameter estimation | —Unverified | 0 |
| A Synthetic Benchmarking Pipeline to Compare Camera Calibration Algorithms | Jul 3, 2023 | BenchmarkingCamera Calibration | —Unverified | 0 |
| Trajectory Poisson multi-Bernoulli mixture filter for traffic monitoring using a drone | Jun 29, 2023 | Multi-Object TrackingObject | —Unverified | 0 |
| Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression | Jun 26, 2023 | parameter estimationregression | CodeCode Available | 0 |