| An integrated perspective of robustness in regression through the lens of the bias-variance trade-off | Jul 15, 2024 | parameter estimationregression | CodeCode Available | 0 | 5 |
| China's Easily Overlooked Monetary Transmission Mechanism: Monetary Reservoir | Nov 30, 2021 | parameter estimation | CodeCode Available | 0 | 5 |
| Conditionally Strongly Log-Concave Generative Models | May 31, 2023 | Memorizationparameter estimation | CodeCode Available | 0 | 5 |
| Multi-View Factorization Machines | Jun 3, 2015 | parameter estimation | CodeCode Available | 0 | 5 |
| Data-based stochastic modeling reveals sources of activity bursts in single-cell TGF-β signaling | Jul 25, 2021 | Computational EfficiencyNumerical Integration | CodeCode Available | 0 | 5 |
| Delayed Sampling and Automatic Rao-Blackwellization of Probabilistic Programs | Aug 25, 2017 | parameter estimationProbabilistic Programming | CodeCode Available | 0 | 5 |
| Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure | May 24, 2020 | parameter estimation | CodeCode Available | 0 | 5 |
| Improving significance of binary black hole mergers in Advanced LIGO data using deep learning : Confirmation of GW151216 | Oct 16, 2020 | parameter estimationTransfer Learning | CodeCode Available | 0 | 5 |
| AdaAnn: Adaptive Annealing Scheduler for Probability Density Approximation | Feb 1, 2022 | Computational Efficiencyparameter estimation | CodeCode Available | 0 | 5 |
| Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation | Jan 24, 2021 | Bayesian OptimizationGPR | CodeCode Available | 0 | 5 |
| Collaborative Nested Sampling: Big Data vs. complex physical models | Jul 14, 2017 | parameter estimation | CodeCode Available | 0 | 5 |
| Adaptive observers for biophysical neuronal circuits | Nov 3, 2021 | parameter estimation | CodeCode Available | 0 | 5 |
| Combined Invariant Subspace \& Frequency-Domain Subspace Method for Identification of Discrete-Time MIMO Linear Systems | Dec 12, 2023 | parameter estimation | CodeCode Available | 0 | 5 |
| On Regularization Parameter Estimation under Covariate Shift | Jul 31, 2016 | Domain AdaptationL2 Regularization | CodeCode Available | 0 | 5 |
| On the challenges of learning with inference networks on sparse, high-dimensional data | Oct 17, 2017 | parameter estimationVariational Inference | CodeCode Available | 0 | 5 |
| On the Parameter Identifiability of Partially Observed Linear Causal Models | Jul 24, 2024 | parameter estimation | CodeCode Available | 0 | 5 |
| Predicting the genetic component of gene expression using gene regulatory networks | Aug 16, 2024 | parameter estimationPrediction | CodeCode Available | 0 | 5 |
| ADAGIO: Fast Data-aware Near-Isometric Linear Embeddings | Sep 17, 2016 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics | Jan 22, 2020 | Model Predictive Controlparameter estimation | —Unverified | 0 | 0 |
| Autoencoding Labeled Interpolator, Inferring Parameters From Image, And Image From Parameters | Dec 7, 2023 | Image Generationparameter estimation | —Unverified | 0 | 0 |
| Ambiguities in Direction-of-Arrival Estimation with Linear Arrays | Oct 20, 2021 | Direction of Arrival Estimationparameter estimation | —Unverified | 0 | 0 |
| A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO | May 21, 2025 | parameter estimation | —Unverified | 0 | 0 |
| A MAP approach for _q-norm regularized sparse parameter estimation using the EM algorithm | Aug 5, 2015 | 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 |
| A unified approach to mortality modelling using state-space framework: characterisation, identification, estimation and forecasting | May 31, 2016 | Bayesian Inferenceparameter estimation | —Unverified | 0 | 0 |
