| Adaptive Input Design for Nonlinear System Identification with Operational Constraints | Feb 28, 2025 | parameter estimation | —Unverified | 0 | 0 |
| Adaptive Low-Complexity Sequential Inference for Dirichlet Process Mixture Models | Sep 29, 2014 | ClusteringOnline Clustering | —Unverified | 0 | 0 |
| Adaptive modelling of anti-tau treatments for neurodegenerative disorders based on the Bayesian approach with physics-informed neural networks | Apr 18, 2025 | Bayesian Inferenceparameter estimation | —Unverified | 0 | 0 |
| Adaptive Observer for a Class of Systems with Switched Unknown Parameters Using DREM | Mar 30, 2022 | parameter estimation | —Unverified | 0 | 0 |
| Adaptive observer of state variables of a nonlinear time varying system with unknown constant parameters | May 24, 2023 | parameter estimationregression | —Unverified | 0 | 0 |
| Adaptive Physics-Informed Neural Networks for Markov-Chain Monte Carlo | Aug 3, 2020 | parameter estimation | —Unverified | 0 | 0 |
| Adaptive posterior concentration rates for sparse high-dimensional linear regression with random design and unknown error variance | May 29, 2024 | parameter estimationregression | —Unverified | 0 | 0 |
| Adaptive Randomized Dimension Reduction on Massive Data | Apr 13, 2015 | Dimensionality Reductionparameter estimation | —Unverified | 0 | 0 |
| Adaptive State Observers of Linear Time-varying Descriptor Systems: A Parameter Estimation-Based Approach | Jul 19, 2024 | parameter estimation | —Unverified | 0 | 0 |
| Adaptive Tracking Control with Binary-Valued Output Observations | Nov 8, 2024 | parameter estimation | —Unverified | 0 | 0 |
| A Data-driven Understanding of COVID-19 Dynamics Using Sequential Genetic Algorithm Based Probabilistic Cellular Automata | Aug 27, 2020 | parameter estimation | —Unverified | 0 | 0 |
| A data-informed mathematical model of microglial cell dynamics during ischemic stroke in the middle cerebral artery | Mar 22, 2024 | parameter estimationTime Series Analysis | —Unverified | 0 | 0 |
| A Deep Learning Approach to Multi-Fiber Parameter Estimation and Uncertainty Quantification in Diffusion MRI | May 22, 2024 | Diffusion MRIparameter estimation | —Unverified | 0 | 0 |
| A Dictionary Learning Approach for Factorial Gaussian Models | Aug 18, 2015 | Dictionary Learningparameter estimation | —Unverified | 0 | 0 |
| A Direct Estimation of High Dimensional Stationary Vector Autoregressions | Jul 1, 2013 | parameter estimationTime Series | —Unverified | 0 | 0 |
| A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation | Oct 16, 2018 | parameter estimation | —Unverified | 0 | 0 |
| A Discrete-Time Least-Squares Adaptive State Tracking Control Scheme with A Mobile-Robot System Study | Mar 25, 2024 | Collision Avoidanceparameter estimation | —Unverified | 0 | 0 |
| Adjoint Multi-Start Based Estimation of Cardiac Hyperelastic Material Parameters using Shear Data | Mar 11, 2016 | parameter estimation | —Unverified | 0 | 0 |
| AdjointNet: Constraining machine learning models with physics-based codes | Sep 8, 2021 | Active LearningBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Advances in Surrogate Modeling for Biological Agent-Based Simulations: Trends, Challenges, and Future Prospects | Apr 15, 2025 | parameter estimationUncertainty Quantification | —Unverified | 0 | 0 |
| Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches | Jan 24, 2025 | parameter estimationPoint Processes | —Unverified | 0 | 0 |
| Advancing Smart Malnutrition Monitoring: A Multi-Modal Learning Approach for Vital Health Parameter Estimation | Jul 31, 2023 | 3D ClassificationNutrition | —Unverified | 0 | 0 |
| Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets | Jan 7, 2025 | Data Augmentationparameter estimation | —Unverified | 0 | 0 |
| Adversarial Likelihood-Free Inference on Black-Box Generator | Apr 13, 2020 | Generative Adversarial Networkparameter estimation | —Unverified | 0 | 0 |
| A Dynamical Systems Approach for Convergence of the Bayesian EM Algorithm | Jun 23, 2020 | parameter estimation | —Unverified | 0 | 0 |
| A factor graph EM algorithm for inference of kinetic microstates from patch clamp measurements | Jun 17, 2021 | parameter estimation | —Unverified | 0 | 0 |
| A Fast Approximate AIB Algorithm for Distributional Word Clustering | Jun 1, 2013 | ClassificationClustering | —Unverified | 0 | 0 |
| A Fenchel-Young Loss Approach to Data-Driven Inverse Optimization | Feb 22, 2025 | parameter estimationStructured Prediction | —Unverified | 0 | 0 |
| Affine Invariant Divergences associated with Composite Scores and its Applications | May 11, 2013 | parameter estimation | —Unverified | 0 | 0 |
| Affine Jump-Diffusions: Stochastic Stability and Limit Theorems | Oct 31, 2018 | parameter estimation | —Unverified | 0 | 0 |
| A finite-sample bound for identifying partially observed linear switched systems from a single trajectory | Mar 17, 2025 | parameter estimation | —Unverified | 0 | 0 |
| A Flexible Latent Space Model for Multilayer Networks | Jan 1, 2020 | modelparameter estimation | —Unverified | 0 | 0 |
| A folded model for compositional data analysis | Feb 20, 2018 | modelparameter estimation | —Unverified | 0 | 0 |
| A Fourier Approach to the Parameter Estimation Problem for One-dimensional Gaussian Mixture Models | Apr 19, 2024 | parameter estimation | —Unverified | 0 | 0 |
| A Free Lunch with Influence Functions? Improving Neural Network Estimates with Concepts from Semiparametric Statistics | Feb 18, 2022 | Causal Inferenceparameter estimation | —Unverified | 0 | 0 |
| Online Covariance Matrix Estimation in Stochastic Gradient Descent | Feb 10, 2020 | parameter estimationvalid | —Unverified | 0 | 0 |
| A Functional Model for Structure Learning and Parameter Estimation in Continuous Time Bayesian Network: An Application in Identifying Patterns of Multiple Chronic Conditions | Jul 31, 2020 | Clusteringparameter estimation | —Unverified | 0 | 0 |
| A Gaussian Mixture MRF for Model-Based Iterative Reconstruction with Applications to Low-Dose X-ray CT | May 12, 2016 | CT ReconstructionDenoising | —Unverified | 0 | 0 |
| A General Framework for Robust Testing and Confidence Regions in High-Dimensional Quantile Regression | Dec 30, 2014 | parameter estimationquantile regression | —Unverified | 0 | 0 |
| A Generalized Probabilistic Framework for Compact Codebook Creation | Jan 30, 2014 | parameter estimation | —Unverified | 0 | 0 |
| A General O(n^2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM | Jun 6, 2019 | parameter estimation | —Unverified | 0 | 0 |
| A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts | Oct 22, 2023 | Density EstimationMixture-of-Experts | —Unverified | 0 | 0 |
| A Generic Approach to Lung Field Segmentation from Chest Radiographs using Deep Space and Shape Learning | Jul 11, 2018 | Capacity EstimationObject Localization | —Unverified | 0 | 0 |
| A genomic map of the effects of linked selection in Drosophila | Aug 23, 2016 | Diversityparameter estimation | —Unverified | 0 | 0 |
| A Graphical Global Optimization Framework for Parameter Estimation of Statistical Models with Nonconvex Regularization Functions | May 6, 2025 | feature selectionglobal-optimization | —Unverified | 0 | 0 |
| A Hierarchical Probabilistic Model for Facial Feature Detection | Sep 18, 2017 | modelparameter estimation | —Unverified | 0 | 0 |
| A Hybrid Antenna Switching Scheme for Dynamic Channel Sounding | Apr 20, 2023 | parameter estimation | —Unverified | 0 | 0 |
| A hybrid tau-leap for simulating chemical kinetics with applications to parameter estimation | Jan 17, 2024 | Bayesian Inferenceparameter estimation | —Unverified | 0 | 0 |
| AI-empowered Channel Estimation for Block-based Active IRS-enhanced Hybrid-field IoT Network | May 20, 2025 | Blockingparameter estimation | —Unverified | 0 | 0 |
| AI for Extreme Event Modeling and Understanding: Methodologies and Challenges | Jun 28, 2024 | Disaster Responseparameter estimation | —Unverified | 0 | 0 |