| An Investigation of Interpretability Techniques for Deep Learning in Predictive Process Analytics | Feb 21, 2020 | Decision MakingInterpretability Techniques for Deep Learning | —Unverified | 0 |
| Transformer Hawkes Process | Feb 21, 2020 | Computational EfficiencyPoint Processes | CodeCode Available | 1 |
| Disentangling Controllable Object through Video Prediction Improves Visual Reinforcement Learning | Feb 21, 2020 | Atari GamesObject | —Unverified | 0 |
| Adversarial Detection and Correction by Matching Prediction Distributions | Feb 21, 2020 | Prediction | CodeCode Available | 2 |
| Debiased Off-Policy Evaluation for Recommendation Systems | Feb 20, 2020 | counterfactualOff-policy evaluation | —Unverified | 0 |
| Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction | Feb 20, 2020 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Structured Prediction for Conditional Meta-Learning | Feb 20, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball Crowds | Feb 19, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 |
| Short-Term Traffic Flow Prediction Using Variational LSTM Networks | Feb 18, 2020 | Decision MakingManagement | —Unverified | 0 |
| Enzyme promiscuity prediction using hierarchy-informed multi-label classification | Feb 18, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| Uncertainty Estimation in Autoregressive Structured Prediction | Feb 18, 2020 | Image ClassificationMachine Translation | —Unverified | 0 |
| Fair Prediction with Endogenous Behavior | Feb 18, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Trimming the Sail: A Second-order Learning Paradigm for Stock Prediction | Feb 17, 2020 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Cross-sectional Stock Price Prediction using Deep Learning for Actual Investment Management | Feb 17, 2020 | ManagementPrediction | —Unverified | 0 |
| Firms Default Prediction with Machine Learning | Feb 17, 2020 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Empirical Study on Airline Delay Analysis and Prediction | Feb 17, 2020 | Decision MakingL2 Regularization | —Unverified | 0 |
| DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving | Feb 17, 2020 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 |
| Performative Prediction | Feb 16, 2020 | Prediction | CodeCode Available | 1 |
| AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes | Feb 16, 2020 | PredictionTrajectory Prediction | —Unverified | 0 |
| ARMA Nets: Expanding Receptive Field for Dense Prediction | Feb 15, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| A Dataset Independent Set of Baselines for Relation Prediction in Argument Mining | Feb 14, 2020 | Argument MiningPrediction | —Unverified | 0 |
| Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment | Feb 14, 2020 | DecoderPrediction | —Unverified | 0 |
| Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network | Feb 14, 2020 | Autonomous VehiclesNavigate | —Unverified | 0 |
| Back-and-Forth prediction for deep tensor compression | Feb 14, 2020 | Prediction | —Unverified | 0 |
| RNA Secondary Structure Prediction By Learning Unrolled Algorithms | Feb 13, 2020 | Prediction | CodeCode Available | 1 |
| A latent variable approach to heat load prediction in thermal grids | Feb 13, 2020 | Prediction | —Unverified | 0 |
| Ensemble methods for neural network-based weather forecasts | Feb 13, 2020 | PredictionWeather Forecasting | CodeCode Available | 0 |
| Graph Convolutional Gaussian Processes For Link Prediction | Feb 11, 2020 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers | Feb 10, 2020 | Adversarial TextPrediction | —Unverified | 0 |
| Interpretable Companions for Black-Box Models | Feb 10, 2020 | Prediction | —Unverified | 0 |
| Modeling Musical Onset Probabilities via Neural Distribution Learning | Feb 10, 2020 | Onset DetectionPrediction | —Unverified | 0 |
| The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up | Feb 9, 2020 | Alzheimer's Disease DetectionDisease Prediction | CodeCode Available | 1 |
| Ascertaining price formation in cryptocurrency markets with DeepLearning | Feb 9, 2020 | Deep LearningPrediction | —Unverified | 0 |
| Improving S&P stock prediction with time series stock similarity | Feb 8, 2020 | PredictionStock Market Prediction | CodeCode Available | 1 |
| Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study | Feb 8, 2020 | PredictionTransfer Learning | CodeCode Available | 1 |
| Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data | Feb 6, 2020 | ManagementPrediction | —Unverified | 0 |
| No-Regret Prediction in Marginally Stable Systems | Feb 6, 2020 | LEMMAPrediction | —Unverified | 0 |
| Learning Probabilistic Intersection Traffic Models for Trajectory Prediction | Feb 5, 2020 | Collision AvoidanceObject Recognition | —Unverified | 0 |
| Neural network with data augmentation in multi-objective prediction of multi-stage pump | Feb 4, 2020 | Data AugmentationPrediction | —Unverified | 0 |
| Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review | Feb 4, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| ALPINE: Active Link Prediction using Network Embedding | Feb 4, 2020 | Active LearningExperimental Design | —Unverified | 0 |
| Torch-Struct: Deep Structured Prediction Library | Feb 3, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
| DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data | Feb 3, 2020 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Knowledge Graph Embedding for Link Prediction: A Comparative Analysis | Feb 3, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Molecule Property Prediction and Classification with Graph Hypernetworks | Feb 1, 2020 | ClassificationComputational chemistry | CodeCode Available | 0 |
| Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking | Feb 1, 2020 | Dialogue State TrackingNatural Language Understanding | —Unverified | 0 |
| Model-Based Nonlinear Periodic Event-Triggered Control for Continuous-Time Systems with Sampled-Data Prediction | Jan 31, 2020 | Prediction | —Unverified | 0 |
| Stable Prediction with Model Misspecification and Agnostic Distribution Shift | Jan 31, 2020 | parameter estimationPrediction | —Unverified | 0 |
| Unsupervised Gaze Prediction in Egocentric Videos by Energy-based Surprise Modeling | Jan 30, 2020 | Gaze PredictionPrediction | —Unverified | 0 |