| Local Calibration: Metrics and Recalibration | Feb 22, 2021 | Decision MakingFairness | —Unverified | 0 |
| Recursive Least Squares Based Refinement Network for the Rollout Trajectory Prediction Methods | Feb 22, 2021 | PredictionTrajectory Prediction | —Unverified | 0 |
| Post-hoc Overall Survival Time Prediction from Brain MRI | Feb 22, 2021 | Brain Tumor SegmentationPrediction | CodeCode Available | 0 |
| Reinforcement Learning of the Prediction Horizon in Model Predictive Control | Feb 22, 2021 | Model Predictive ControlPrediction | —Unverified | 0 |
| Sequence-based deep learning antibody design for in silico antibody affinity maturation | Feb 21, 2021 | Computational EfficiencyDrug Discovery | —Unverified | 0 |
| Retrain or not retrain: Conformal test martingales for change-point detection | Feb 20, 2021 | Change Point DetectionConformal Prediction | —Unverified | 0 |
| SLPC: a VRNN-based approach for stochastic lidar prediction and completion in autonomous driving | Feb 19, 2021 | Autonomous DrivingDecision Making | —Unverified | 0 |
| PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting | Feb 19, 2021 | Collaborative Inferenceimage-classification | CodeCode Available | 0 |
| Improved Point Transformation Methods For Self-Supervised Depth Prediction | Feb 18, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
| JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction | Feb 18, 2021 | Prediction | —Unverified | 0 |
| Link Prediction Approach to Recommender Systems | Feb 18, 2021 | Binary ClassificationCollaborative Filtering | —Unverified | 0 |
| Accurate deep learning off-target prediction with novel sgRNA-DNA sequence encoding in CRISPR-Cas9 gene editing | Feb 18, 2021 | Prediction | —Unverified | 0 |
| Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking | Feb 18, 2021 | Autonomous VehiclesNavigate | —Unverified | 0 |
| Integrating prediction in mean-variance portfolio optimization | Feb 18, 2021 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Genetically Optimized Prediction of Remaining Useful Life | Feb 17, 2021 | Prediction | —Unverified | 0 |
| POLA: Online Time Series Prediction by Adaptive Learning Rates | Feb 17, 2021 | PredictionTime Series | —Unverified | 0 |
| Online Co-movement Pattern Prediction in Mobility Data | Feb 17, 2021 | Prediction | —Unverified | 0 |
| Few-shot Conformal Prediction with Auxiliary Tasks | Feb 17, 2021 | Computational chemistryConformal Prediction | CodeCode Available | 0 |
| Unifying Lower Bounds on Prediction Dimension of Consistent Convex Surrogates | Feb 16, 2021 | PredictionStructured Prediction | —Unverified | 0 |
| Spatio-Temporal Multi-step Prediction of Influenza Outbreaks | Feb 16, 2021 | Prediction | —Unverified | 0 |
| UserReg: A Simple but Strong Model for Rating Prediction | Feb 15, 2021 | Collaborative FilteringPrediction | —Unverified | 0 |
| Approximation to Object Conditional Validity with Inductive Conformal Predictors | Feb 15, 2021 | BIG-bench Machine LearningObject | —Unverified | 0 |
| TI-Capsule: Capsule Network for Stock Exchange Prediction | Feb 15, 2021 | MarketingPrediction | —Unverified | 0 |
| A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences | Feb 15, 2021 | DecoderManagement | CodeCode Available | 0 |
| A Gated Fusion Network for Dynamic Saliency Prediction | Feb 15, 2021 | PredictionSaliency Prediction | —Unverified | 0 |
| Unified Shapley Framework to Explain Prediction Drift | Feb 15, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention | Feb 14, 2021 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Distribution Free Uncertainty for the Minimum Norm Solution of Over-parameterized Linear Regression | Feb 14, 2021 | Learning TheoryPrediction | —Unverified | 0 |
| MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset | Feb 12, 2021 | FairnessFeature Importance | —Unverified | 0 |
| Multimodal Punctuation Prediction with Contextual Dropout | Feb 12, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A model for traffic incident prediction using emergency braking data | Feb 12, 2021 | Prediction | —Unverified | 0 |
| Towards More Fine-grained and Reliable NLP Performance Prediction | Feb 10, 2021 | Prediction | CodeCode Available | 0 |
| A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction | Feb 9, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Locally Adaptive Label Smoothing for Predictive Churn | Feb 9, 2021 | Prediction | —Unverified | 0 |
| Attention-Based Neural Networks for Chroma Intra Prediction in Video Coding | Feb 9, 2021 | Prediction | —Unverified | 0 |
| WheaCha: A Method for Explaining the Predictions of Models of Code | Feb 9, 2021 | BIG-bench Machine LearningCode Summarization | —Unverified | 0 |
| User Engagement Prediction for Clarification in Search | Feb 8, 2021 | Conversational SearchInformation Retrieval | CodeCode Available | 0 |
| Enhancing Human-Machine Teaming for Medical Prognosis Through Neural Ordinary Differential Equations (NODEs) | Feb 8, 2021 | Explainable Artificial Intelligence (XAI)Prediction | —Unverified | 0 |
| Performance Evaluation of Transcriptomics Data Normalization for Survival Risk Prediction | Feb 8, 2021 | BenchmarkingPrediction | —Unverified | 0 |
| Emergency Department Optimization and Load Prediction in Hospitals | Feb 6, 2021 | Prediction | —Unverified | 0 |
| Hyperedge Prediction using Tensor Eigenvalue Decomposition | Feb 6, 2021 | Hyperedge PredictionLink Prediction | CodeCode Available | 0 |
| CMS-LSTM: Context Embedding and Multi-Scale Spatiotemporal Expression LSTM for Predictive Learning | Feb 6, 2021 | PredictionVideo Prediction | CodeCode Available | 0 |
| Online Bin Packing with Predictions | Feb 5, 2021 | ManagementPrediction | CodeCode Available | 0 |
| Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs | Feb 5, 2021 | Knowledge GraphsLink Prediction | —Unverified | 0 |
| Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction | Feb 4, 2021 | AttributePrediction | —Unverified | 0 |
| Object and Relation Centric Representations for Push Effect Prediction | Feb 3, 2021 | Graph Neural NetworkObject | —Unverified | 0 |
| Investigating Critical Risk Factors in Liver Cancer Prediction | Feb 3, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Disease Prediction with a Maximum Entropy Method | Feb 3, 2021 | Disease PredictionPrediction | —Unverified | 0 |
| Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach | Feb 2, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 0 |
| Fast rates in structured prediction | Feb 1, 2021 | Binary ClassificationPrediction | —Unverified | 0 |