| Approximate Message Passing with Parameter Estimation for Heavily Quantized Measurements | May 20, 2022 | Computational Efficiencyparameter estimation | CodeCode Available | 0 |
| Breaking the T Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits | May 19, 2022 | Multi-Armed Banditsparameter estimation | —Unverified | 0 |
| Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems | May 18, 2022 | parameter estimationTime Series | —Unverified | 0 |
| An Exponentially Increasing Step-size for Parameter Estimation in Statistical Models | May 16, 2022 | parameter estimation | —Unverified | 0 |
| RISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation | May 11, 2022 | Imitation Learningparameter estimation | —Unverified | 0 |
| Choice of training label matters: how to best use deep learning for quantitative MRI parameter estimation | May 11, 2022 | parameter estimationQuantitative MRI | CodeCode Available | 0 |
| Differentiable Electron Microscopy Simulation: Methods and Applications for Visualization | May 8, 2022 | Denoisingparameter estimation | —Unverified | 0 |
| Acoustic echo suppression using a learning-based multi-frame minimum variance distortionless response filter | May 7, 2022 | parameter estimationSpeech Enhancement | —Unverified | 0 |
| DeepBayes -- an estimator for parameter estimation in stochastic nonlinear dynamical models | May 4, 2022 | parameter estimation | —Unverified | 0 |
| Statistical applications of contrastive learning | Apr 29, 2022 | Bayesian InferenceContrastive Learning | —Unverified | 0 |
