| Amortized Bayesian Local Interpolation NetworK: Fast covariance parameter estimation for Gaussian Processes | Nov 10, 2024 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| CRC-Assisted Channel Codes for Integrated Passive Sensing and Communications | Nov 8, 2024 | parameter estimationregression | —Unverified | 0 |
| Adaptive Tracking Control with Binary-Valued Output Observations | Nov 8, 2024 | parameter estimation | —Unverified | 0 |
| Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation | Nov 7, 2024 | Natural Language Understandingparameter-efficient fine-tuning | CodeCode Available | 0 |
| An Adaptive Online Smoother with Closed-Form Solutions and Information-Theoretic Lag Selection for Conditional Gaussian Nonlinear Systems | Nov 7, 2024 | Formparameter estimation | —Unverified | 0 |
| Newtonized Orthogonal Matching Pursuit for High-Resolution Target Detection in Sparse OFDM ISAC Systems | Nov 5, 2024 | compressed sensingIntegrated sensing and communication | —Unverified | 0 |
| Deep learning-based modularized loading protocol for parameter estimation of Bouc-Wen class models | Nov 5, 2024 | parameter estimation | —Unverified | 0 |
| Parameterized TDOA: Instantaneous TDOA Estimation and Localization for Mobile Targets in a Time-Division Broadcast Positioning System | Oct 31, 2024 | Autonomous Navigationparameter estimation | —Unverified | 0 |
| CRB Optimization using a Parametric Scattering Model for Extended Targets in ISAC Systems | Oct 31, 2024 | Integrated sensing and communicationISAC | —Unverified | 0 |
| Parameter Estimation on Homogeneous Spaces | Oct 31, 2024 | parameter estimation | —Unverified | 0 |
| Natural gradient and parameter estimation for quantum Boltzmann machines | Oct 31, 2024 | parameter estimation | —Unverified | 0 |
| Novel View Acoustic Parameter Estimation | Oct 31, 2024 | 3D geometryImage-to-Image Translation | —Unverified | 0 |
| Identifying Drift, Diffusion, and Causal Structure from Temporal Snapshots | Oct 30, 2024 | Image Generationparameter estimation | CodeCode Available | 0 |
| Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows | Oct 28, 2024 | CPUGPU | —Unverified | 0 |
| 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 |
| 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 |