| Entropy Regularization for Mean Field Games with Learning | Sep 30, 2020 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Two-Hop Multi-UAV Relay Network Optimization with Directional Antennas | Sep 29, 2020 | FairnessScheduling | —Unverified | 0 |
| Data augmentation as stochastic optimization | Sep 28, 2020 | Data Augmentationregression | —Unverified | 0 |
| A spatial algorithm for the analysis of transportation systems using statistical model checking | Sep 28, 2020 | Scheduling | —Unverified | 0 |
| Scheduling and Power Control for Wireless Multicast Systems via Deep Reinforcement Learning | Sep 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation | Sep 27, 2020 | Scheduling | —Unverified | 0 |
| Flight-connection Prediction for Airline Crew Scheduling to Construct Initial Clusters for OR Optimizer | Sep 26, 2020 | General ClassificationImitation Learning | —Unverified | 0 |
| Optimal Minimax Mobile Sensor Scheduling Over a Network | Sep 23, 2020 | Scheduling | —Unverified | 0 |
| The Scheduling Job-Set Optimization Problem: A Model-Based Diagnosis Approach | Sep 23, 2020 | Scheduling | —Unverified | 0 |
| Computation of Parameter Dependent Robust Invariant Sets for LPV Models with Guaranteed Performance | Sep 21, 2020 | Scheduling | —Unverified | 0 |
| A Markovian Model-Driven Deep Learning Framework for Massive MIMO CSI Feedback | Sep 20, 2020 | QuantizationScheduling | —Unverified | 0 |
| EI-MTD:Moving Target Defense for Edge Intelligence against Adversarial Attacks | Sep 19, 2020 | Knowledge DistillationScheduling | —Unverified | 0 |
| Cross-Entropy Method Variants for Optimization | Sep 18, 2020 | Scheduling | CodeCode Available | 1 |
| Knowledge-Assisted Deep Reinforcement Learning in 5G Scheduler Design: From Theoretical Framework to Implementation | Sep 17, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Adaptive Methods for Short-Term Electricity Load Forecasting During COVID-19 Lockdown in France | Sep 14, 2020 | Additive modelsLoad Forecasting | —Unverified | 0 |
| Federated Generalized Bayesian Learning via Distributed Stein Variational Gradient Descent | Sep 11, 2020 | Bayesian InferenceFederated Learning | CodeCode Available | 1 |
| Distributed Density Filtering for Large-Scale Systems Using Mean-Filed Models | Sep 10, 2020 | Density EstimationScheduling | —Unverified | 0 |
| A Markov Decision Process Approach to Active Meta Learning | Sep 10, 2020 | Meta-LearningScheduling | —Unverified | 0 |
| Graph neural networks-based Scheduler for Production planning problems using Reinforcement Learning | Sep 8, 2020 | Distributed OptimizationGraph Neural Network | —Unverified | 0 |
| S-SGD: Symmetrical Stochastic Gradient Descent with Weight Noise Injection for Reaching Flat Minima | Sep 5, 2020 | image-classificationImage Classification | —Unverified | 0 |
| A Review of Wind Speed and Wind Power Forecasting Techniques | Sep 2, 2020 | SchedulingTime Series | —Unverified | 0 |
| Solving the single-track train scheduling problem via Deep Reinforcement Learning | Sep 1, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Dynamic Scheduling for Stochastic Edge-Cloud Computing Environments using A3C learning and Residual Recurrent Neural Networks | Sep 1, 2020 | Cloud ComputingScheduling | CodeCode Available | 1 |
| Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation | Sep 1, 2020 | Multi-agent Reinforcement LearningQ-Learning | —Unverified | 0 |
| Federated Edge Learning : Design Issues and Challenges | Aug 31, 2020 | Federated LearningScheduling | —Unverified | 0 |
| Fast Grant Learning-Based Approach for Machine Type Communications with NOMA | Aug 31, 2020 | SchedulingVocal Bursts Type Prediction | —Unverified | 0 |
| Joint Transmission in QoE-Driven Backhaul-Aware MC-NOMA Cognitive Radio Network | Aug 30, 2020 | Scheduling | —Unverified | 0 |
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | Aug 27, 2020 | Deep LearningFairness | CodeCode Available | 1 |
| Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation | Aug 26, 2020 | Scheduling | —Unverified | 0 |
| Counterfactual Explanations for Machine Learning on Multivariate Time Series Data | Aug 25, 2020 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 |
| Optimal Scheduling of Anticipated COVID-19 Vaccination: A Case Study of New York State | Aug 24, 2020 | BenchmarkingScheduling | —Unverified | 0 |
| Enabling human-like task identification from natural conversation | Aug 23, 2020 | Scheduling | —Unverified | 0 |
| DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction | Aug 22, 2020 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Forecasting of the Montreal Subway Smart Card Entry Logs with Event Data | Aug 22, 2020 | Scheduling | —Unverified | 0 |
| LfEdNet: A Task-based Day-ahead Load Forecasting Model for Stochastic Economic Dispatch | Aug 16, 2020 | Load ForecastingScheduling | —Unverified | 0 |
| DRL-Based QoS-Aware Resource Allocation Scheme for Coexistence of Licensed and Unlicensed Users in LTE and Beyond | Aug 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Domain-specific Communication Optimization for Distributed DNN Training | Aug 16, 2020 | Scheduling | —Unverified | 0 |
| A Maximum Independent Set Method for Scheduling Earth Observing Satellite Constellations | Aug 15, 2020 | SchedulingTask Planning | —Unverified | 0 |
| Deep-Lock: Secure Authorization for Deep Neural Networks | Aug 13, 2020 | Scheduling | —Unverified | 0 |
| Caching Placement and Resource Allocation for Cache-Enabling UAV NOMA Networks | Aug 12, 2020 | Q-LearningScheduling | —Unverified | 0 |
| Metaheuristics for the operating theater planning and scheduling: A systematic review | Aug 11, 2020 | Scheduling | —Unverified | 0 |
| Bilevel Learning Model Towards Industrial Scheduling | Aug 10, 2020 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| IF-Net: An Illumination-invariant Feature Network | Aug 10, 2020 | Image RetrievalImage Stitching | —Unverified | 0 |
| Scalable FastMDP for Pre-departure Airspace Reservation and Strategic De-conflict | Aug 8, 2020 | GPUScheduling | —Unverified | 0 |
| A Multiperiod Workforce Scheduling and Routing Problem with Dependent Tasks | Aug 6, 2020 | Scheduling | CodeCode Available | 0 |
| Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications | Aug 6, 2020 | Decision MakingScheduling | —Unverified | 0 |
| Modular Constraint Solver Cooperation via Abstract Interpretation | Aug 4, 2020 | Job Shop SchedulingScheduling | —Unverified | 0 |
| Energy-Aware Graph Task Scheduling in Software-Defined Air-Ground Integrated Vehicular Networks | Aug 3, 2020 | Scheduling | —Unverified | 0 |
| Weight Decay Scheduling and Knowledge Distillation for Active Learning | Aug 1, 2020 | Active LearningKnowledge Distillation | —Unverified | 0 |
| Video Object Detection via Object-level Temporal Aggregation | Aug 1, 2020 | CPUObject | —Unverified | 0 |