| Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows | Oct 28, 2024 | CPUGPU | —Unverified | 0 |
| BSD: a Bayesian framework for parametric models of neural spectra | Oct 28, 2024 | Bayesian InferenceEEG | CodeCode Available | 2 |
| Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications | Oct 27, 2024 | In-Context LearningObject | —Unverified | 0 |
| The D-Subspace Algorithm for Online Learning over Distributed Networks | Oct 26, 2024 | parameter estimation | —Unverified | 0 |
| Vehicle Dynamics Parameter Estimation Methodology for Virtual Automated Driving Testing | Oct 23, 2024 | parameter estimation | CodeCode Available | 1 |
| Modelling financial returns with mixtures of generalized normal distributions | Oct 21, 2024 | Financial Analysisparameter estimation | —Unverified | 0 |
| ADAM-SINDy: An Efficient Optimization Framework for Parameterized Nonlinear Dynamical System Identification | Oct 21, 2024 | global-optimizationparameter estimation | —Unverified | 0 |
| Learning Infinite-Horizon Average-Reward Linear Mixture MDPs of Bounded Span | Oct 19, 2024 | parameter estimation | —Unverified | 0 |
| Fundamental Limits of Pulse Based UWB ISAC Systems: A Parameter Estimation Perspective | Oct 17, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Modeling Platelet P2Y_1/_12 Pathway to Integrin Activation | Oct 16, 2024 | parameter estimation | —Unverified | 0 |
| Adaptive and Stratified Subsampling Techniques for High Dimensional Non-Standard Data Environments | Oct 16, 2024 | parameter estimation | —Unverified | 0 |
| Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts | Oct 16, 2024 | Mixture-of-Expertsparameter estimation | —Unverified | 0 |
| Quadratic Gating Functions in Mixture of Experts: A Statistical Insight | Oct 15, 2024 | Computational EfficiencyMixture-of-Experts | —Unverified | 0 |
| A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals | Oct 14, 2024 | Dimensionality ReductionFederated Learning | —Unverified | 0 |
| Combinatorial Multi-armed Bandits: Arm Selection via Group Testing | Oct 14, 2024 | Multi-Armed Banditsparameter estimation | —Unverified | 0 |
| Robust identifiability for symbolic recovery of differential equations | Oct 13, 2024 | parameter estimation | CodeCode Available | 0 |
| Physics-informed AI and ML-based sparse system identification algorithm for discovery of PDE's representing nonlinear dynamic systems | Oct 13, 2024 | DenoisingEquation Discovery | —Unverified | 0 |
| Fitting the seven-parameter Generalized Tempered Stable distribution to the financial data | Oct 10, 2024 | parameter estimation | —Unverified | 0 |
| Minimax Hypothesis Testing for the Bradley-Terry-Luce Model | Oct 10, 2024 | parameter estimation | —Unverified | 0 |
| State Observer for the Fourth-order Model of a Salient Pole Synchronous Generator with Stator Losses: Known and Partially Unknown Input Cases | Oct 7, 2024 | parameter estimationState Estimation | —Unverified | 0 |
| Integrating Physics-Informed Deep Learning and Numerical Methods for Robust Dynamics Discovery and Parameter Estimation | Oct 5, 2024 | parameter estimation | —Unverified | 0 |
| Parameter Estimation of Long Memory Stochastic Processes with Deep Neural Networks | Oct 3, 2024 | parameter estimation | CodeCode Available | 0 |
| Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts | Oct 3, 2024 | Mixture-of-Expertsparameter estimation | CodeCode Available | 0 |
| Learning Physics From Video: Unsupervised Physical Parameter Estimation for Continuous Dynamical Systems | Oct 2, 2024 | parameter estimation | CodeCode Available | 1 |
| Response Estimation and System Identification of Dynamical Systems via Physics-Informed Neural Networks | Oct 2, 2024 | parameter estimationState Estimation | CodeCode Available | 1 |
| Persistent homology classifies parameter dependence of patterns in Turing systems | Sep 30, 2024 | Clusteringparameter estimation | —Unverified | 0 |
| Robust Multi-view Co-expression Network Inference | Sep 30, 2024 | parameter estimation | —Unverified | 0 |
| Parameter Estimation in Optimal Tolling for Traffic Networks Under the Markovian Traffic Equilibrium | Sep 29, 2024 | ARCparameter estimation | —Unverified | 0 |
| Fine-Tuning Hybrid Physics-Informed Neural Networks for Vehicle Dynamics Model Estimation | Sep 29, 2024 | Autonomous RacingDenoising | —Unverified | 0 |
| A Comprehensive Guide to Simulation-based Inference in Computational Biology | Sep 29, 2024 | parameter estimation | —Unverified | 0 |
| The co-varying ties between networks and item responses via latent variables | Sep 28, 2024 | parameter estimation | —Unverified | 0 |
| Embed and Emulate: Contrastive representations for simulation-based inference | Sep 27, 2024 | Contrastive Learningparameter estimation | —Unverified | 0 |
| Enhancing Nighttime UAV Tracking with Light Distribution Suppression | Sep 25, 2024 | Object Trackingparameter estimation | CodeCode Available | 1 |
| TSBP: Improving Object Detection in Histology Images via Test-time Self-guided Bounding-box Propagation | Sep 25, 2024 | Cell Detectionobject-detection | CodeCode Available | 0 |
| Data Compression using Rank-1 Lattices for Parameter Estimation in Machine Learning | Sep 20, 2024 | Data Compressionparameter estimation | —Unverified | 0 |
| CMINNs: Compartment Model Informed Neural Networks -- Unlocking Drug Dynamics | Sep 19, 2024 | parameter estimation | —Unverified | 0 |
| Multi-Scale Feature Prediction with Auxiliary-Info for Neural Image Compression | Sep 19, 2024 | Image Compressionparameter estimation | —Unverified | 0 |
| Partially Observable Contextual Bandits with Linear Payoffs | Sep 17, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Uncertainty Decomposition and Error Margin Detection of Homodyned-K Distribution in Quantitative Ultrasound | Sep 17, 2024 | parameter estimation | —Unverified | 0 |
| Learning large softmax mixtures with warm start EM | Sep 16, 2024 | Attributeparameter estimation | —Unverified | 0 |
| Rapid Parameter Estimation for Extreme Mass Ratio Inspirals Using Machine Learning | Sep 12, 2024 | AstronomyComputational Efficiency | —Unverified | 0 |
| Deep intra-operative illumination calibration of hyperspectral cameras | Sep 11, 2024 | parameter estimationScene Segmentation | —Unverified | 0 |
| The Weak Form Is Stronger Than You Think | Sep 10, 2024 | Computational EfficiencyForm | —Unverified | 0 |
| SS-BRPE: Self-Supervised Blind Room Parameter Estimation Using Attention Mechanisms | Sep 8, 2024 | parameter estimationSelf-Supervised Learning | CodeCode Available | 0 |
| Inference for Large Scale Regression Models with Dependent Errors | Sep 8, 2024 | Gaussian Processesparameter estimation | —Unverified | 0 |
| Reliable Deep Diffusion Tensor Estimation: Rethinking the Power of Data-Driven Optimization Routine | Sep 4, 2024 | Denoisingparameter estimation | —Unverified | 0 |
| Frugal RIS-aided 3D Localization with CFO under LoS and NLoS Conditions | Sep 3, 2024 | parameter estimation | —Unverified | 0 |
| A novel and efficient parameter estimation of the Lognormal-Rician turbulence model based on k-Nearest Neighbor and data generation method | Sep 3, 2024 | parameter estimation | —Unverified | 0 |
| Identifying Terrain Physical Parameters from Vision -- Towards Physical-Parameter-Aware Locomotion and Navigation | Aug 29, 2024 | DecoderFriction | —Unverified | 0 |
| Fast and Efficient Estimation of Resonant Modes: A Case Study of Mechanical Drivelines | Aug 28, 2024 | parameter estimation | —Unverified | 0 |