| Pricing Path-dependent Options under Stochastic Volatility via Mellin Transform | May 1, 2022 | FormSensitivity | —Unverified | 0 |
| Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification | Apr 26, 2022 | Continual LearningFederated Learning | —Unverified | 0 |
| IRC-safe Graph Autoencoder for unsupervised anomaly detection | Apr 26, 2022 | Anomaly DetectionSensitivity | —Unverified | 0 |
| Rapid, high-sensitivity detection of biomolecules using dual-comb biosensing: application to the SARS-CoV-2 nucleocapsid protein | Apr 25, 2022 | Sensitivity | —Unverified | 0 |
| Predicting Sleeping Quality using Convolutional Neural Networks | Apr 24, 2022 | Classificationregression | —Unverified | 0 |
| Partial Identification of Dose Responses with Hidden Confounders | Apr 24, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| OCTOPUS -- optical coherence tomography plaque and stent analysis software | Apr 21, 2022 | SegmentationSensitivity | —Unverified | 0 |
| Scalable Sensitivity and Uncertainty Analysis for Causal-Effect Estimates of Continuous-Valued Interventions | Apr 21, 2022 | Sensitivity | CodeCode Available | 0 |
| On Learning the Invisible in Photoacoustic Tomography with Flat Directionally Sensitive Detector | Apr 21, 2022 | Sensitivity | CodeCode Available | 0 |
| SAAC: Safe Reinforcement Learning as an Adversarial Game of Actor-Critics | Apr 20, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Abadie's Kappa and Weighting Estimators of the Local Average Treatment Effect | Apr 15, 2022 | Sensitivityvalid | —Unverified | 0 |
| Sensitivity of sparse codes to image distortions | Apr 15, 2022 | Object RecognitionSensitivity | —Unverified | 0 |
| End-to-End Sensitivity-Based Filter Pruning | Apr 15, 2022 | Sensitivity | —Unverified | 0 |
| Detection of sepsis during emergency department triage using machine learning | Apr 15, 2022 | SensitivitySpecificity | —Unverified | 0 |
| Short-wavelength Reverberant Wave Systems for Physical Realization of Reservoir Computing | Apr 13, 2022 | Sensitivity | —Unverified | 0 |
| Simplified Analysis on Filtering Sensitivity Trade-offs in Continuous- and Discrete-Time Systems | Apr 8, 2022 | Sensitivity | —Unverified | 0 |
| Log-optimal portfolio after a random time: Existence, description and sensitivity analysis | Apr 8, 2022 | Sensitivity | —Unverified | 0 |
| Feature-enhanced Adversarial Semi-supervised Semantic Segmentation Network for Pulmonary Embolism Annotation | Apr 8, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| Identification of Autism spectrum disorder based on a novel feature selection method and Variational Autoencoder | Apr 7, 2022 | feature selectionSensitivity | —Unverified | 0 |
| A deep learning framework for the detection and quantification of drusen and reticular pseudodrusen on optical coherence tomography | Apr 5, 2022 | ClassificationImage Segmentation | —Unverified | 0 |
| A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals | Apr 4, 2022 | Deep LearningSensitivity | —Unverified | 0 |
| Impedance-based Root-cause Analysis: Comparative Study of Impedance Models and Calculation of Eigenvalue Sensitivity | Apr 4, 2022 | SensitivityState Space Models | —Unverified | 0 |
| A Differentially Private Framework for Deep Learning with Convexified Loss Functions | Apr 3, 2022 | Sensitivity | —Unverified | 0 |
| Model-Free and Model-Based Policy Evaluation when Causality is Uncertain | Apr 2, 2022 | modelOff-policy evaluation | CodeCode Available | 0 |
| Towards gain tuning for numerical KKL observers | Apr 1, 2022 | regressionSensitivity | CodeCode Available | 0 |
| Approximate Sensitivity Conditioning and Singular Perturbation Analysis for Power Converters | Mar 31, 2022 | Sensitivity | —Unverified | 0 |
| Universal Lymph Node Detection in T2 MRI using Neural Networks | Mar 31, 2022 | Sensitivity | —Unverified | 0 |
| DNN-Driven Compressive Offloading for Edge-Assisted Semantic Video Segmentation | Mar 28, 2022 | Optical Flow EstimationSegmentation | —Unverified | 0 |
| Flexible risk design using bi-directional dispersion | Mar 28, 2022 | Sensitivity | CodeCode Available | 0 |
| Deep Portrait Delighting | Mar 22, 2022 | Semantic ParsingSensitivity | —Unverified | 0 |
| Sensitivity of Single-Pulse Radar Detection to Radar State Uncertainty | Mar 21, 2022 | PositionSensitivity | —Unverified | 0 |
| Identification of Hypokinetic Dysarthria Using Acoustic Analysis of Poem Recitation | Mar 18, 2022 | ClassificationSensitivity | —Unverified | 0 |
| Selection and parallel trends | Mar 17, 2022 | Sensitivity | —Unverified | 0 |
| Measuring Fairness of Text Classifiers via Prediction Sensitivity | Mar 16, 2022 | Attributecounterfactual | —Unverified | 0 |
| On the sensitivity of pose estimation neural networks: rotation parameterizations, Lipschitz constants, and provable bounds | Mar 16, 2022 | Pose EstimationSensitivity | CodeCode Available | 0 |
| Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning | Mar 15, 2022 | Anomaly DetectionSensitivity | —Unverified | 0 |
| Graph Convolutional Neural Networks Sensitivity under Probabilistic Error Model | Mar 15, 2022 | Sensitivity | —Unverified | 0 |
| DNN Training Acceleration via Exploring GPGPU Friendly Sparsity | Mar 11, 2022 | Sensitivity | —Unverified | 0 |
| Comparing lifetime learning methods for morphologically evolving robots | Mar 8, 2022 | Sensitivity | CodeCode Available | 0 |
| Practical Recommendations for the Design of Automatic Fault Detection Algorithms Based on Experiments with Field Monitoring Data | Mar 2, 2022 | ClusteringFault Detection | —Unverified | 0 |
| Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery | Mar 1, 2022 | BIG-bench Machine LearningSensitivity | CodeCode Available | 0 |
| Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs | Mar 1, 2022 | Knowledge GraphsQuestion Answering | —Unverified | 0 |
| Bayesian Ridge Regression Based Model to Predict Fault Location in HVdc Network | Feb 26, 2022 | regressionSensitivity | —Unverified | 0 |
| Parameter estimation and model reduction for retinal laser treatment | Feb 25, 2022 | Model Predictive Controlparameter estimation | —Unverified | 0 |
| Distributed Voltage Control of Active Distribution Networks With Global Sensitivity | Feb 24, 2022 | global-optimizationSensitivity | —Unverified | 0 |
| Cyber Loss Model Risk Translates to Premium Mispricing and Risk Sensitivity | Feb 22, 2022 | Sensitivity | —Unverified | 0 |
| An open-source integrated framework for the automation of citation collection and screening in systematic reviews | Feb 21, 2022 | Sensitivity | CodeCode Available | 0 |
| An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients | Feb 18, 2022 | feature selectionSensitivity | —Unverified | 0 |
| Portfolio Optimization based on Neural Networks Sensitivities from Assets Dynamics respect Common Drivers | Feb 17, 2022 | ClusteringPortfolio Optimization | —Unverified | 0 |
| Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment | Feb 17, 2022 | DiagnosticSensitivity | —Unverified | 0 |