| An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data | Jan 20, 2025 | Gaussian Processesparameter estimation | CodeCode Available | 0 |
| SteinGen: Generating Fidelitous and Diverse Graph Samples | Mar 27, 2024 | DiversityGraph Generation | CodeCode Available | 0 |
| Efficient Off-Grid Bayesian Parameter Estimation for Kronecker-Structured Signals | Nov 30, 2024 | Denoisingparameter estimation | CodeCode Available | 0 |
| Efficient Parameter Estimation for Bayesian Network Classifiers using Hierarchical Linear Smoothing | May 29, 2025 | parameter estimation | CodeCode Available | 0 |
| Instrument Space Selection for Kernel Maximum Moment Restriction | Jun 7, 2021 | parameter estimation | CodeCode Available | 0 |
| PLAIN: Scalable Estimation Architecture for Integrated Sensing and Communication | Mar 27, 2025 | compressed sensingIntegrated sensing and communication | CodeCode Available | 0 |
| Stochastic Approaches to Asset Price Analysis | Jul 9, 2024 | parameter estimation | CodeCode Available | 0 |
| Slowly Varying Regression under Sparsity | Feb 22, 2021 | parameter estimationregression | CodeCode Available | 0 |
| Novel and flexible parameter estimation methods for data-consistent inversion in mechanistic modeling | Sep 17, 2020 | Bayesian Inferenceparameter estimation | CodeCode Available | 0 |
| On the Parameter Identifiability of Partially Observed Linear Causal Models | Jul 24, 2024 | parameter estimation | CodeCode Available | 0 |
| China's Easily Overlooked Monetary Transmission Mechanism: Monetary Reservoir | Nov 30, 2021 | parameter estimation | CodeCode Available | 0 |
| Popularity Adjusted Block Models are Generalized Random Dot Product Graphs | Sep 9, 2021 | ClusteringCommunity Detection | CodeCode Available | 0 |
| Time Series Clustering with General State Space Models via Stochastic Variational Inference | Jun 29, 2024 | Clusteringparameter estimation | CodeCode Available | 0 |
| Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification | Nov 3, 2022 | Contrastive Learningparameter estimation | CodeCode Available | 0 |
| On the Robustness of Kernel Goodness-of-Fit Tests | Aug 11, 2024 | parameter estimation | CodeCode Available | 0 |
| Robust identifiability for symbolic recovery of differential equations | Oct 13, 2024 | parameter estimation | CodeCode Available | 0 |
| Deep Learning and genetic algorithms for cosmological Bayesian inference speed-up | May 6, 2024 | Bayesian InferenceHyperparameter Optimization | CodeCode Available | 0 |
| Stochastic gradient descent methods for estimation with large data sets | Sep 22, 2015 | parameter estimation | CodeCode Available | 0 |
| Likelihood-based generalization of Markov parameter estimation and multiple shooting objectives in system identification | Dec 20, 2022 | parameter estimation | CodeCode Available | 0 |
| On the smoothness of nonlinear system identification | May 2, 2019 | parameter estimationPrediction | CodeCode Available | 0 |
| Characterisation of Anti-Arrhythmic Drug Effects on Cardiac Electrophysiology using Physics-Informed Neural Networks | Mar 13, 2024 | parameter estimation | CodeCode Available | 0 |
| A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning | May 1, 2023 | ClusteringContinual Learning | CodeCode Available | 0 |
| Deep Integro-Difference Equation Models for Spatio-Temporal Forecasting | Oct 29, 2019 | parameter estimationSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 |
| Tensor Factorization via Matrix Factorization | Jan 29, 2015 | parameter estimation | CodeCode Available | 0 |