| Dynamic Scheduling of MPI-based Distributed Deep Learning Training Jobs | Aug 21, 2019 | Deep LearningMath | —Unverified | 0 |
| Incorporating demand response of electric vehicles in scheduling of isolated microgrids with renewables using a bi-level programming approach | Aug 18, 2019 | Scheduling | —Unverified | 0 |
| Optimal scheduling strategy for networked estimation with energy harvesting | Aug 16, 2019 | Decision MakingScheduling | —Unverified | 0 |
| Few-Shot Dialogue Generation Without Annotated Data: A Transfer Learning Approach | Aug 16, 2019 | Dialogue GenerationGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Entertaining and Opinionated but Too Controlling: A Large-Scale User Study of an Open Domain Alexa Prize System | Aug 13, 2019 | SchedulingTopic coverage | —Unverified | 0 |
| Radio Resource Management for V2V Multihop Communication Considering Adjacent Channel Interference | Aug 12, 2019 | FairnessManagement | —Unverified | 0 |
| Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective | Aug 6, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Deep Learning Approach for Tweet Classification and Rescue Scheduling for Effective Disaster Management | Aug 5, 2019 | Feature EngineeringGeneral Classification | —Unverified | 0 |
| Sample size calculations for the experimental comparison of multiple algorithms on multiple problem instances | Aug 5, 2019 | Scheduling | —Unverified | 0 |
| Solving a Flowshop Scheduling Problem with Answer Set Programming: Exploiting the Problem to Reduce the Number of Combinations | Aug 1, 2019 | Scheduling | —Unverified | 0 |
| Optimal Dynamic Multi-Resource Management in Earth Observation Oriented Space Information Networks | Jul 30, 2019 | Earth ObservationManagement | —Unverified | 0 |
| DeepPlace: Learning to Place Applications in Multi-Tenant Clusters | Jul 30, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Blocking Bandits | Jul 27, 2019 | BlockingProduct Recommendation | —Unverified | 0 |
| Multi-Objective Optimization for Drone Delivery | Jul 24, 2019 | SchedulingStochastic Optimization | —Unverified | 0 |
| Genetic Algorithms for Starshade Retargeting in Space-Based Telescopes | Jul 23, 2019 | Scheduling | —Unverified | 0 |
| VRLS: A Unified Reinforcement Learning Scheduler for Vehicle-to-Vehicle Communications | Jul 22, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| CADS: Core-Aware Dynamic Scheduler for Multicore Memory Controllers | Jul 17, 2019 | FairnessReinforcement Learning | —Unverified | 0 |
| UAV-Assisted Relaying and Edge Computing: Scheduling and Trajectory Optimization | Jul 16, 2019 | Edge-computingScheduling | —Unverified | 0 |
| Semi-supervised Breast Lesion Detection in Ultrasound Video Based on Temporal Coherence | Jul 16, 2019 | GPULesion Detection | —Unverified | 0 |
| Cost-Effective Radio and NFV Resource Allocation: E2E QoS Provision | Jul 14, 2019 | ManagementScheduling | —Unverified | 0 |
| Energy-Efficient Radio Resource Allocation for Federated Edge Learning | Jul 13, 2019 | ManagementScheduling | —Unverified | 0 |
| Data-driven Policy on Feasibility Determination for the Train Shunting Problem | Jul 10, 2019 | Decision MakingScheduling | —Unverified | 0 |
| Travel Time Estimation without Road Networks: An Urban Morphological Layout Representation Approach | Jul 8, 2019 | SchedulingTravel Time Estimation | —Unverified | 0 |
| Using Bi-Directional Information Exchange to Improve Decentralized Schedule-Driven Traffic Control | Jul 3, 2019 | Decision MakingScheduling | —Unverified | 0 |
| Dynamic Face Video Segmentation via Reinforcement Learning | Jul 2, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An adaptable task-oriented dialog system for stand-alone embedded devices | Jul 1, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Approximate matrix completion based on cavity method | Jun 29, 2019 | Matrix CompletionScheduling | —Unverified | 0 |
| Compositional Transfer in Hierarchical Reinforcement Learning | Jun 26, 2019 | General Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Optimized energy utilization in small and large commercial loads and residential areas | Jun 25, 2019 | ManagementScheduling | —Unverified | 0 |
| Toward a Standard Interface for User-Defined Scheduling in OpenMP | Jun 21, 2019 | Scheduling | —Unverified | 0 |
| UAV-Enabled Covert Wireless Data Collection | Jun 20, 2019 | Scheduling | —Unverified | 0 |
| When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework | Jun 20, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing | Jun 19, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| A gray-box approach for curriculum learning | Jun 17, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations | Jun 14, 2019 | Decision MakingScheduling | CodeCode Available | 0 |
| Fairness-Aware Scheduling in Multi-Numerology Based 5G New Radio | Jun 13, 2019 | FairnessScheduling | —Unverified | 0 |
| Associated Learning: Decomposing End-to-end Backpropagation based on Auto-encoders and Target Propagation | Jun 13, 2019 | Scheduling | CodeCode Available | 0 |
| Automatic Model Parallelism for Deep Neural Networks with Compiler and Hardware Support | Jun 11, 2019 | SchedulingTranslation | —Unverified | 0 |
| Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization | Jun 11, 2019 | feature selectionLoad Forecasting | —Unverified | 0 |
| Reinforcement Learning for Integer Programming: Learning to Cut | Jun 11, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Macro-action Multi-time scale Dynamic Programming for Energy Management in Buildings with Phase Change Materials | Jun 11, 2019 | Decision Makingenergy management | —Unverified | 0 |
| Neural Heterogeneous Scheduler | Jun 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Graph Embedding based Wireless Link Scheduling with Few Training Samples | Jun 7, 2019 | Graph EmbeddingScheduling | CodeCode Available | 0 |
| On-board Deep Q-Network for UAV-assisted Online Power Transfer and Data Collection | Jun 4, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications | Jun 3, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Budgeted Policy Learning for Task-Oriented Dialogue Systems | Jun 2, 2019 | SchedulingTask-Oriented Dialogue Systems | —Unverified | 0 |
| Learning NP-Hard Multi-Agent Assignment Planning using GNN: Inference on a Random Graph and Provable Auction-Fitted Q-learning | May 29, 2019 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| Age Based Task Scheduling and Computation Offloading in Mobile-Edge Computing Systems | May 28, 2019 | Edge-computingScheduling | —Unverified | 0 |
| Gaining Extra Supervision via Multi-task learning for Multi-Modal Video Question Answering | May 28, 2019 | Inductive BiasMetric Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Scheduling in Cellular Networks | May 15, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |