| Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks | Jan 24, 2020 | Data CompressionDeep Reinforcement Learning | —Unverified | 0 |
| A New Arc-Routing Algorithm Applied to Winter Road Maintenance | Jan 23, 2020 | ARCScheduling | —Unverified | 0 |
| A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels | Jan 20, 2020 | GPUPrediction | CodeCode Available | 0 |
| Approximating Trajectory Constraints with Machine Learning -- Microgrid Islanding with Frequency Constraints | Jan 16, 2020 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| Modeling and solving the multimodal car- and ride-sharing problem | Jan 15, 2020 | ARCScheduling | —Unverified | 0 |
| Fast-Fourier-Forecasting Resource Utilisation in Distributed Systems | Jan 13, 2020 | Distributed ComputingScheduling | —Unverified | 0 |
| Learning to Multi-Task Learn for Better Neural Machine Translation | Jan 10, 2020 | Imitation LearningLow Resource NMT | —Unverified | 0 |
| HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline | Jan 8, 2020 | Scheduling | —Unverified | 0 |
| Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function Value | Jan 6, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Inductive Bias-driven Reinforcement Learning For Efficient Schedules in Heterogeneous Clusters | Jan 1, 2020 | Heuristic SearchInductive Bias | —Unverified | 0 |
| All in the (Exponential) Family: Information Geometry and Thermodynamic Variational Inference | Jan 1, 2020 | AllScheduling | —Unverified | 0 |
| Value of structural health information in partially observable stochastic environments | Dec 28, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| CProp: Adaptive Learning Rate Scaling from Past Gradient Conformity | Dec 24, 2019 | SchedulingStochastic Optimization | CodeCode Available | 0 |
| Supervised-learning-based Optimal Thermal Management in an Electric Vehicle | Dec 24, 2019 | ManagementScheduling | —Unverified | 0 |
| The uncertain surgery time in integrated sequencing, planning and scheduling problem of the surgical ward | Dec 22, 2019 | ManagementScheduling | —Unverified | 0 |
| Deep Reinforcement Learning for Smart Home Energy Management | Dec 19, 2019 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Efficient Error-Tolerant Quantized Neural Network Accelerators | Dec 16, 2019 | QuantizationScheduling | —Unverified | 0 |
| Variational Learning with Disentanglement-PyTorch | Dec 11, 2019 | DisentanglementScheduling | CodeCode Available | 0 |
| Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning | Dec 11, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Data-driven sensor scheduling for remote estimation in wireless networks | Dec 5, 2019 | Scheduling | —Unverified | 0 |
| Enabling Machine Learning-Ready HPC Ensembles with Merlin | Dec 5, 2019 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| Learning to Dynamically Coordinate Multi-Robot Teams in Graph Attention Networks | Dec 4, 2019 | Combinatorial OptimizationGraph Attention | —Unverified | 0 |
| Work-in-progress: a deep learning strategy for I/O scheduling in storage systems | Dec 3, 2019 | Hardware Aware Neural Architecture SearchIrregular Time Series | CodeCode Available | 0 |
| The Parameterized Complexity of Cascading Portfolio Scheduling | Dec 1, 2019 | RelationScheduling | —Unverified | 0 |
| Identifying Cognitive Radars -- Inverse Reinforcement Learning using Revealed Preferences | Dec 1, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Data-Driven Optimization of Public Transit Schedule | Nov 30, 2019 | ClusteringScheduling | —Unverified | 0 |
| Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks | Nov 29, 2019 | ManagementScheduling | —Unverified | 0 |
| Demand Side Management for Homes in Smart Grids | Nov 26, 2019 | energy managementManagement | —Unverified | 0 |
| Intelligent Resource Scheduling for Co-located Latency-critical Services: A Multi-Model Collaborative Learning Approach | Nov 26, 2019 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 |
| Smart Predict-and-Optimize for Hard Combinatorial Optimization Problems | Nov 22, 2019 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| On an Optimal Solution to the Film Scheduling and Showtime Staggering Problem | Nov 22, 2019 | Scheduling | —Unverified | 0 |
| Deep Learning Based Joint Resource Scheduling Algorithms for Hybrid MEC Networks | Nov 21, 2019 | Edge-computingScheduling | —Unverified | 0 |
| Optimal V2G and Route Scheduling of Mobile Energy Storage Devices Using a Linear Transit Model to Reduce Electricity and Transportation Energy Losses | Nov 19, 2019 | Scheduling | —Unverified | 0 |
| Towards Efficient Anytime Computation and Execution of Decoupled Robustness Envelopes for Temporal Plans | Nov 17, 2019 | Scheduling | —Unverified | 0 |
| RadioUNet: Fast Radio Map Estimation with Convolutional Neural Networks | Nov 17, 2019 | Scheduling | CodeCode Available | 0 |
| Learning Efficient Multi-agent Communication: An Information Bottleneck Approach | Nov 16, 2019 | Multi-agent Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| A Survey of Algorithms for Distributed Charging Control of Electric Vehicles in Smart Grid | Nov 15, 2019 | Scheduling | —Unverified | 0 |
| Variational Learning with Disentanglement-PyTorch | Nov 15, 2019 | DisentanglementScheduling | CodeCode Available | 0 |
| Buffer-aware Wireless Scheduling based on Deep Reinforcement Learning | Nov 13, 2019 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| Radio Resource Allocation in 5G New Radio: A Neural Networks Based Approach) | Nov 13, 2019 | Scheduling | —Unverified | 0 |
| Investigating Constraint Programming and Hybrid Methods for Real World Industrial Test Laboratory Scheduling | Nov 12, 2019 | Scheduling | —Unverified | 0 |
| Schedule Earth Observation satellites with Deep Reinforcement Learning | Nov 12, 2019 | Deep Reinforcement LearningEarth Observation | —Unverified | 0 |
| Throughput Prediction of Asynchronous SGD in TensorFlow | Nov 12, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Using Deep Neural Networks for Estimating Loop Unrolling Factor | Nov 10, 2019 | Rolling Shutter CorrectionScheduling | —Unverified | 0 |
| Auptimizer -- an Extensible, Open-Source Framework for Hyperparameter Tuning | Nov 6, 2019 | ARCBIG-bench Machine Learning | CodeCode Available | 0 |
| Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach | Nov 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Flow Collaborative Network for Online Visual Tracking | Nov 5, 2019 | Optical Flow EstimationScheduling | —Unverified | 0 |
| SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Network | Nov 4, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Device Scheduling with Fast Convergence for Wireless Federated Learning | Nov 3, 2019 | Federated LearningScheduling | —Unverified | 0 |
| Federated Learning with Differential Privacy: Algorithms and Performance Analysis | Nov 1, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |