| Σ-net: Ensembled Iterative Deep Neural Networks for Accelerated Parallel MR Image Reconstruction | Dec 11, 2019 | Image ReconstructionSensitivity | CodeCode Available | 0 |
| Venue-based HIV testing at sex work hotspots to reach adolescent girls and young women living with HIV: a cross-sectional study in Mombasa, Kenya | Dec 10, 2019 | Sensitivity | —Unverified | 0 |
| Deep phenotyping of cardiac function in heart transplant patients using cardiovascular systems models | Dec 10, 2019 | Sensitivity | —Unverified | 0 |
| FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks | Dec 3, 2019 | General ClassificationSensitivity | —Unverified | 0 |
| Practical Differentially Private Top-k Selection with Pay-what-you-get Composition | Dec 1, 2019 | Sensitivity | CodeCode Available | 0 |
| On the (In)fidelity and Sensitivity of Explanations | Dec 1, 2019 | Sensitivity | CodeCode Available | 0 |
| Assessing Disparate Impact of Personalized Interventions: Identifiability and Bounds | Dec 1, 2019 | FairnessSensitivity | CodeCode Available | 0 |
| Pruning at a Glance: Global Neural Pruning for Model Compression | Nov 30, 2019 | Model CompressionSensitivity | —Unverified | 0 |
| Interval Reachability Analysis using Second-Order Sensitivity | Nov 21, 2019 | Sensitivity | CodeCode Available | 0 |
| Vulnerability Analysis for Data Driven Pricing Schemes | Nov 18, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| A convolutional neural network reaches optimal sensitivity for detecting some, but not all, patterns | Nov 12, 2019 | AllSensitivity | —Unverified | 0 |
| Privacy-Preserving Gradient Boosting Decision Trees | Nov 11, 2019 | Privacy PreservingSensitivity | CodeCode Available | 1 |
| HAWQ-V2: Hessian Aware trace-Weighted Quantization of Neural Networks | Nov 10, 2019 | object-detectionObject Detection | CodeCode Available | 1 |
| Auto-Calibration of Remote Sensing Solar Telescopes with Deep Learning | Nov 10, 2019 | Deep LearningSensitivity | CodeCode Available | 0 |
| Importance Sampling via Local Sensitivity | Nov 4, 2019 | Sensitivity | —Unverified | 0 |
| Learning Adaptive Regularization for Image Labeling Using Geometric Assignment | Oct 22, 2019 | Numerical IntegrationSensitivity | —Unverified | 0 |
| Robustness of Delta Hedging in a Jump-Diffusion Model | Oct 20, 2019 | Sensitivity | —Unverified | 0 |
| Uncertainty-aware Sensitivity Analysis Using Rényi Divergences | Oct 17, 2019 | Sensitivity | CodeCode Available | 0 |
| DP-MAC: The Differentially Private Method of Auxiliary Coordinates for Deep Learning | Oct 15, 2019 | Sensitivity | CodeCode Available | 0 |
| Large Deviation Analysis of Function Sensitivity in Random Deep Neural Networks | Oct 13, 2019 | BinarizationSensitivity | —Unverified | 0 |
| The Role of Embedding Complexity in Domain-invariant Representations | Oct 13, 2019 | Domain AdaptationSensitivity | CodeCode Available | 0 |
| SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks | Oct 11, 2019 | Sensitivity | CodeCode Available | 1 |
| Did you miss it? Automatic lung nodule detection combined with gaze information improves radiologists' screening performance | Oct 9, 2019 | Lung Nodule DetectionSensitivity | —Unverified | 0 |
| Perturbation Sensitivity Analysis to Detect Unintended Model Biases | Oct 9, 2019 | modelSensitivity | —Unverified | 0 |
| Measuring Arithmetic Extrapolation Performance | Oct 4, 2019 | Sensitivity | CodeCode Available | 1 |
