| Gradient-based Bayesian Experimental Design for Implicit Models using Mutual Information Lower Bounds | May 10, 2021 | EpidemiologyExperimental Design | CodeCode Available | 0 |
| A Birds-eye (Re)View of Acid-suppression Drugs, COVID-19, and the Highly Variable Literature | Apr 24, 2021 | Experimental Design | —Unverified | 0 |
| Bayesian Algorithm Execution: Estimating Computable Properties of Black-box Functions Using Mutual Information | Apr 19, 2021 | Bayesian OptimizationExperimental Design | CodeCode Available | 1 |
| Identification of mental fatigue in language comprehension tasks based on EEG and deep learning | Apr 14, 2021 | ClassificationEEG | —Unverified | 0 |
| Learning Regularization Parameters of Inverse Problems via Deep Neural Networks | Apr 14, 2021 | Bilevel OptimizationExperimental Design | —Unverified | 0 |
| Approximate Bayesian inference from noisy likelihoods with Gaussian process emulated MCMC | Apr 8, 2021 | Bayesian InferenceBayesian Optimisation | —Unverified | 0 |
| Branching out into Structural Identifiability Analysis with Maple: Interactive Exploration of Uncontrolled Linear Time-Invariant Structures | Mar 21, 2021 | Decision MakingExperimental Design | —Unverified | 0 |
| In-Field Gyroscope Autocalibration with Iterative Attitude Estimation | Mar 20, 2021 | Experimental Designparameter estimation | —Unverified | 0 |
| A Hybrid Gradient Method to Designing Bayesian Experiments for Implicit Models | Mar 14, 2021 | Experimental Design | —Unverified | 0 |
| A Scalable Gradient-Free Method for Bayesian Experimental Design with Implicit Models | Mar 14, 2021 | Experimental Design | —Unverified | 0 |
| hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices | Mar 9, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 2 |
| Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design | Mar 3, 2021 | Experimental Design | CodeCode Available | 1 |
| Conditional Image Generation by Conditioning Variational Auto-Encoders | Feb 24, 2021 | Conditional Image GenerationExperimental Design | CodeCode Available | 1 |
| SBI: A Simulation-Based Test of Identifiability for Bayesian Causal Inference | Feb 23, 2021 | Causal InferenceExperimental Design | —Unverified | 0 |
| Formation of Social Ties Influences Food Choice: A Campus-Wide Longitudinal Study | Feb 17, 2021 | Experimental DesignNutrition | —Unverified | 0 |
| Demarcating Endogenous and Exogenous Opinion Dynamics: An Experimental Design Approach | Feb 11, 2021 | Experimental Design | —Unverified | 0 |
| Learning Models of Model Predictive Controllers using Gradient Data | Feb 3, 2021 | Experimental Design | —Unverified | 0 |
| Comparing hundreds of machine learning classifiers and discrete choice models in predicting travel behavior: an empirical benchmark | Feb 1, 2021 | Computational EfficiencyDiscrete Choice Models | —Unverified | 0 |
| A Methodology for the Development of RL-Based Adaptive Traffic Signal Controllers | Jan 24, 2021 | Experimental Designreinforcement-learning | —Unverified | 0 |
| Differential Euler: Designing a Neural Network approximator to solve the Chaotic Three Body Problem | Jan 21, 2021 | Experimental Design | —Unverified | 0 |
| Stochastic Learning Approach to Binary Optimization for Optimal Design of Experiments | Jan 15, 2021 | Experimental DesignReinforcement Learning (RL) | —Unverified | 0 |
| Data-driven peakon and periodic peakon travelling wave solutions of some nonlinear dispersive equations via deep learning | Jan 12, 2021 | Experimental Design | —Unverified | 0 |
| From Tinkering to Engineering: Measurements in Tensorflow Playground | Jan 11, 2021 | Experimental Design | —Unverified | 0 |
| Maximizing Information Gain for the Characterization of Biomolecular Circuits | Jan 8, 2021 | Experimental DesignInformativeness | —Unverified | 0 |
| Learning Collision-free Latent Space for Bayesian Optimization | Jan 1, 2021 | Bayesian OptimizationExperimental Design | —Unverified | 0 |