| Fast Inverter Control by Learning the OPF Mapping using Sensitivity-Informed Gaussian Processes | Feb 15, 2022 | Computational EfficiencyGaussian Processes | —Unverified | 0 |
| ρ-arbitrage and ρ-consistent pricing for star-shaped risk measures | Feb 15, 2022 | Sensitivity | —Unverified | 0 |
| Classification of Microscopy Images of Breast Tissue: Region Duplication based Self-Supervision vs. Off-the Shelf Deep Representations | Feb 12, 2022 | Self-Supervised LearningSensitivity | —Unverified | 0 |
| Do cities have a unique magnetic pulse? | Feb 12, 2022 | Sensitivity | —Unverified | 0 |
| Learning via nonlinear conjugate gradients and depth-varying neural ODEs | Feb 11, 2022 | Sensitivity | —Unverified | 0 |
| Backpropagation Clipping for Deep Learning with Differential Privacy | Feb 10, 2022 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| AD-NEGF: An End-to-End Differentiable Quantum Transport Simulator for Sensitivity Analysis and Inverse Problems | Feb 10, 2022 | Sensitivity | —Unverified | 0 |
| Empirical Risk Minimization with Relative Entropy Regularization: Optimality and Sensitivity Analysis | Feb 9, 2022 | Sensitivity | —Unverified | 0 |
| Prediction Sensitivity: Continual Audit of Counterfactual Fairness in Deployed Classifiers | Feb 9, 2022 | counterfactualFairness | —Unverified | 0 |
| Time-varying harmonic models for voice signal analysis | Feb 8, 2022 | Sensitivity | —Unverified | 0 |
| Fair SA: Sensitivity Analysis for Fairness in Face Recognition | Feb 8, 2022 | Face RecognitionFairness | —Unverified | 0 |
| Machine Intelligence-Driven Classification of Cancer Patients-Derived Extracellular Vesicles using Fluorescence Correlation Spectroscopy: Results from a Pilot Study | Feb 1, 2022 | SensitivitySpecificity | —Unverified | 0 |
| MHSnet: Multi-head and Spatial Attention Network with False-Positive Reduction for Pulmonary Nodules Detection | Jan 31, 2022 | Head DetectionSensitivity | —Unverified | 0 |
| Rank List Sensitivity of Recommender Systems to Interaction Perturbations | Jan 29, 2022 | Recommendation SystemsSensitivity | —Unverified | 0 |
| Towards an Automatic Diagnosis of Peripheral and Central Palsy Using Machine Learning on Facial Features | Jan 27, 2022 | BIG-bench Machine LearningSensitivity | CodeCode Available | 0 |
| A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes | Jan 26, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Real-time automatic polyp detection in colonoscopy using feature enhancement module and spatiotemporal similarity correlation unit | Jan 25, 2022 | SensitivitySpecificity | —Unverified | 0 |
| Spectral-PQ: A Novel Spectral Sensitivity-Orientated Perceptual Compression Technique for RGB 4:4:4 Video Data | Jan 24, 2022 | QuantizationSensitivity | —Unverified | 0 |
| Comparative Study on Reliability Estimation Using Monte Carlo Simulation with Application to Cylindrical Pressure Vessel | Jan 20, 2022 | Sensitivity | —Unverified | 0 |
| Sensitivity analysis of a mean-value exergy-based internal combustion engine model | Jan 18, 2022 | Sensitivity | —Unverified | 0 |
| Sensitivity of Single-Pulse Radar Detection to Aircraft Pose Uncertainties | Jan 18, 2022 | Sensitivity | —Unverified | 0 |
| Pre-trained language models evaluating themselves - A comparative study | Jan 16, 2022 | NegationSensitivity | —Unverified | 0 |
| EMT-NET: Efficient multitask network for computer-aided diagnosis of breast cancer | Jan 13, 2022 | Breast Cancer DetectionSensitivity | —Unverified | 0 |
| Privacy Amplification by Subsampling in Time Domain | Jan 13, 2022 | SensitivityTime Series | —Unverified | 0 |
| Power-to-Gas in a gas and electricity distribution network: a sensitivity analysis of modeling approaches | Jan 12, 2022 | Sensitivity | —Unverified | 0 |
| Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents | Jan 12, 2022 | Dialogue EvaluationSensitivity | —Unverified | 0 |
| Model-less Robust Voltage Control in Active Distribution Networks using Sensitivity Coefficients Estimated from Measurements | Jan 11, 2022 | Sensitivity | —Unverified | 0 |
| Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise | Jan 5, 2022 | Model Predictive ControlSensitivity | —Unverified | 0 |
| Supervised Homogeneity Fusion: a Combinatorial Approach | Jan 4, 2022 | Sensitivity | —Unverified | 0 |
| An Adversarial Benchmark for Fake News Detection Models | Jan 3, 2022 | Fact CheckingFake News Detection | CodeCode Available | 0 |
| On Sensitivity of Deep Learning Based Text Classification Algorithms to Practical Input Perturbations | Jan 2, 2022 | Deep LearningSensitivity | —Unverified | 0 |
| Subspace modeling for fast and high-sensitivity X-ray chemical imaging | Jan 1, 2022 | DenoisingSensitivity | —Unverified | 0 |
| PowerGraph: Using neural networks and principal components to determine multivariate statistical power trade-offs | Dec 29, 2021 | SensitivityTransfer Learning | —Unverified | 0 |
| BMPQ: Bit-Gradient Sensitivity Driven Mixed-Precision Quantization of DNNs from Scratch | Dec 24, 2021 | QuantizationSensitivity | —Unverified | 0 |
| Deep learning for brain metastasis detection and segmentation in longitudinal MRI data | Dec 22, 2021 | Ensemble LearningPrognosis | CodeCode Available | 0 |
| Evaluation of diagnostic test procedures for SARS-CoV-2 using latent class models: comparison of antigen test kits and sampling for PCR testing based on Danish national data registries | Dec 21, 2021 | DiagnosticSensitivity | —Unverified | 0 |
| Temperature sensitivity of pest reproductive numbers in age-structured PDE models, with a focus on the invasive spotted lanternfly | Dec 21, 2021 | Sensitivity | —Unverified | 0 |
| Doubly-Valid/Doubly-Sharp Sensitivity Analysis for Causal Inference with Unmeasured Confounding | Dec 21, 2021 | Causal InferenceSensitivity | CodeCode Available | 0 |
| A Deep Learning Based Workflow for Detection of Lung Nodules With Chest Radiograph | Dec 19, 2021 | SegmentationSensitivity | —Unverified | 0 |
| Enhancing Cross-lingual Prompting with Two-level Augmentation | Dec 17, 2021 | Cross-Lingual TransferSensitivity | —Unverified | 0 |
| Deep Reinforcement Learning Policies Learn Shared Adversarial Features Across MDPs | Dec 16, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Long-Range Thermal 3D Perception in Low Contrast Environments | Dec 10, 2021 | Camera CalibrationSensitivity | —Unverified | 0 |
| Interaction-Aware Sensitivity Analysis for Aerodynamic Optimization Results using Information Theory | Dec 10, 2021 | feature selectionSensitivity | —Unverified | 0 |
| Covariate Balancing Sensitivity Analysis for Extrapolating Randomized Trials across Locations | Dec 9, 2021 | Sensitivity | —Unverified | 0 |
| Forecast Evaluation in Large Cross-Sections of Realized Volatility | Dec 9, 2021 | Sensitivity | —Unverified | 0 |
| Image classifiers can not be made robust to small perturbations | Dec 7, 2021 | Sensitivity | —Unverified | 0 |
| A Sensitivity Analysis of the MSMARCO Passage Collection | Dec 6, 2021 | Passage RetrievalRetrieval | —Unverified | 0 |
| RIF Regression via Sensitivity Curves | Dec 2, 2021 | regressionSensitivity | —Unverified | 0 |
| Mixed Precision of Quantization of Transformer Language Models for Speech Recognition | Nov 29, 2021 | QuantizationSensitivity | —Unverified | 0 |
| Mixed Precision Low-bit Quantization of Neural Network Language Models for Speech Recognition | Nov 29, 2021 | Neural Architecture SearchQuantization | —Unverified | 0 |