| Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices | Feb 3, 2025 | parameter estimation | —Unverified | 0 |
| Stochastic Linear Bandits with Latent Heterogeneity | Feb 1, 2025 | Decision Makingparameter estimation | —Unverified | 0 |
| On Pareto Optimality for the Multinomial Logistic Bandit | Jan 31, 2025 | Assortment Optimizationparameter estimation | —Unverified | 0 |
| Tracking Error Based Fault Tolerant Scheme for Marine Vehicles with Thruster Redundancy | Jan 31, 2025 | Fault Detectionparameter estimation | —Unverified | 0 |
| A Sampling Complexity-aware Framework for Discrete-time Fractional-Order Dynamical System Identification | Jan 29, 2025 | parameter estimation | —Unverified | 0 |
| Spatial-Angular Representation Learning for High-Fidelity Continuous Super-Resolution in Diffusion MRI | Jan 27, 2025 | Diffusion MRIparameter estimation | —Unverified | 0 |
| Value-oriented forecast reconciliation for renewables in electricity markets | Jan 27, 2025 | Decision Makingenergy trading | —Unverified | 0 |
| Advances in Temporal Point Processes: Bayesian, Deep, and LLM Approaches | Jan 24, 2025 | parameter estimationPoint Processes | —Unverified | 0 |
| EFiGP: Eigen-Fourier Physics-Informed Gaussian Process for Inference of Dynamic Systems | Jan 23, 2025 | Computational EfficiencyDenoising | —Unverified | 0 |
| Towards autonomous photogrammetric forest inventory using a lightweight under-canopy robotic drone | Jan 21, 2025 | parameter estimation | —Unverified | 0 |
| A causal learning approach to in-orbit inertial parameter estimation for multi-payload deployers | Jan 21, 2025 | parameter estimationTime Series | —Unverified | 0 |
| Keypoint Detection Empowered Near-Field User Localization and Channel Reconstruction | Jan 21, 2025 | compressed sensingKeypoint Detection | —Unverified | 0 |
| SE(3)-Based Trajectory Optimization and Target Tracking in UAV-Enabled ISAC Systems | Jan 20, 2025 | ISACparameter estimation | —Unverified | 0 |
| CDMA/OTFS Sensing Outperforms Pure OTFS at the Same Communication Throughput | Jan 20, 2025 | Integrated sensing and communicationISAC | —Unverified | 0 |
| An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data | Jan 20, 2025 | Gaussian Processesparameter estimation | CodeCode Available | 0 |
| Channel Sounding Using Multiplicative Arrays Based on Successive Interference Cancellation Principle | Jan 19, 2025 | parameter estimation | —Unverified | 0 |
| Deep Operator Networks for Bayesian Parameter Estimation in PDEs | Jan 18, 2025 | parameter estimationPDE Surrogate Modeling | —Unverified | 0 |
| DPERC: Direct Parameter Estimation for Mixed Data | Jan 17, 2025 | Computational EfficiencyImputation | —Unverified | 0 |
| Enhancing the Reliability in Machine Learning for Gravitational Wave Parameter Estimation with Attention-Based Models | Jan 17, 2025 | parameter estimation | —Unverified | 0 |
| Mean and Variance Estimation Complexity in Arbitrary Distributions via Wasserstein Minimization | Jan 17, 2025 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| ARMAX identification of low rank graphical models | Jan 16, 2025 | parameter estimation | —Unverified | 0 |
| An Asymptotic Analysis of Bivalent Monoclonal Antibody-Antigen Binding | Jan 16, 2025 | parameter estimation | —Unverified | 0 |
| Bayesian Multifractal Image Segmentation | Jan 15, 2025 | Image Segmentationparameter estimation | —Unverified | 0 |
| A large population of cell-specific action potential models replicating fluorescence recordings of voltage in rabbit ventricular myocytes | Jan 14, 2025 | parameter estimation | —Unverified | 0 |
| Enhanced Sparse Bayesian Learning Methods with Application to Massive MIMO Channel Estimation | Jan 14, 2025 | parameter estimation | —Unverified | 0 |
| Microphone Array Signal Processing and Deep Learning for Speech Enhancement | Jan 13, 2025 | Deep LearningDiversity | —Unverified | 0 |
| Unsupervised detection and fitness estimation of emerging SARS-CoV-2 variants. Application to wastewater samples (ANRS0160) | Jan 11, 2025 | Model Selectionparameter estimation | CodeCode Available | 0 |
| Computational and Statistical Asymptotic Analysis of the JKO Scheme for Iterative Algorithms to update distributions | Jan 11, 2025 | parameter estimation | —Unverified | 0 |
| Robust Score Matching | Jan 9, 2025 | parameter estimation | —Unverified | 0 |
| Recursive Least Squares with Fading Regularization for Finite-Time Convergence without Persistent Excitation | Jan 8, 2025 | parameter estimation | —Unverified | 0 |
| Constrained and Regularized Quantitative Ultrasound Parameter Estimation using ADMM | Jan 7, 2025 | parameter estimation | —Unverified | 0 |
| Effective and Efficient Mixed Precision Quantization of Speech Foundation Models | Jan 7, 2025 | Model Compressionparameter estimation | —Unverified | 0 |
| Cosmological Parameter Estimation with Sequential Linear Simulation-based Inference | Jan 7, 2025 | Density Estimationparameter estimation | CodeCode Available | 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 |
| Bayesian Model Parameter Learning in Linear Inverse Problems with Application in EEG Focal Source Imaging | Jan 7, 2025 | EEGparameter estimation | —Unverified | 0 |
| Fast data inversion for high-dimensional dynamical systems from noisy measurements | Jan 2, 2025 | parameter estimation | —Unverified | 0 |
| Deep Discrete Encoders: Identifiable Deep Generative Models for Rich Data with Discrete Latent Layers | Jan 2, 2025 | parameter estimationRepresentation Learning | —Unverified | 0 |
| Acquisition-Independent Deep Learning for Quantitative MRI Parameter Estimation using Neural Controlled Differential Equations | Dec 30, 2024 | Deep Learningparameter estimation | —Unverified | 0 |
| Cooperative ISAC-empowered Low-Altitude Economy | Dec 29, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Testing and Improving the Robustness of Amortized Bayesian Inference for Cognitive Models | Dec 29, 2024 | Bayesian InferenceData Augmentation | CodeCode Available | 0 |
| Fitting Dynamically Misspecified Models: An Optimal Transportation Approach | Dec 28, 2024 | parameter estimationState Space Models | —Unverified | 0 |
| A Statistical Framework for Ranking LLM-Based Chatbots | Dec 24, 2024 | Chatbotparameter estimation | CodeCode Available | 0 |
| Heterogeneous transfer learning for high dimensional regression with feature mismatch | Dec 24, 2024 | Multi-Task Learningparameter estimation | —Unverified | 0 |
| Predator Prey Scavenger Model using Holling's Functional Response of Type III and Physics-Informed Deep Neural Networks | Dec 24, 2024 | parameter estimation | —Unverified | 0 |
| Stochastic Model of siRNA Endosomal Escape Mediated by Fusogenic Peptides in OVCAR-3 | Dec 20, 2024 | Bayesian InferenceImage Segmentation | CodeCode Available | 0 |
| The Eclipsing Binaries via Artificial Intelligence. II. Need for Speed in PHOEBE Forward Models | Dec 16, 2024 | Astronomyparameter estimation | —Unverified | 0 |
| L_1-Based Adaptive Identification with Saturated Observations | Dec 14, 2024 | parameter estimationPrediction | —Unverified | 0 |
| Distributed Estimation with Quantized Measurements and Communication over Markovian Switching Topologies | Dec 14, 2024 | parameter estimation | —Unverified | 0 |
| SplineGS: Robust Motion-Adaptive Spline for Real-Time Dynamic 3D Gaussians from Monocular Video | Dec 13, 2024 | 3DGSNovel View Synthesis | —Unverified | 0 |
| Stochastic models in phylogenetic comparative methods: analytical properties and parameter estimation | Dec 12, 2024 | parameter estimation | —Unverified | 0 |