| Robust Deep Reinforcement Learning Scheduling via Weight Anchoring | Apr 20, 2023 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Scheduling Algorithms for Data Processing Clusters | Oct 3, 2018 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Learning Gradient Descent: Better Generalization and Longer Horizons | Mar 10, 2017 | Scheduling | CodeCode Available | 0 |
| Learning From Scenarios for Stochastic Repairable Scheduling | Dec 6, 2023 | SchedulingStochastic Optimization | CodeCode Available | 0 |
| A Flexible Storage Model for Power Network Optimization | Apr 29, 2020 | modelScheduling | CodeCode Available | 0 |
| Learning User Preferences and Understanding Calendar Contexts for Event Scheduling | Sep 5, 2018 | Scheduling | CodeCode Available | 0 |
| S-DABT: Schedule and Dependency-Aware Bug Triage in Open-Source Bug Tracking Systems | Apr 12, 2022 | BlockingBug fixing | CodeCode Available | 0 |
| Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks | Dec 9, 2020 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| Guiding High-Performance SAT Solvers with Unsat-Core Predictions | Mar 12, 2019 | SchedulingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Optimus: An Efficient Dynamic Resource Scheduler for Deep Learning Clusters | Apr 26, 2018 | CPUDeep Learning | CodeCode Available | 0 |
| Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions | Apr 2, 2025 | Scheduling | CodeCode Available | 0 |
| Towards providing reliable job completion time predictions using PCS | Jan 18, 2024 | FairnessGPU | CodeCode Available | 0 |
| Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning | Dec 22, 2017 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Learn the Time to Learn: Replay Scheduling in Continual Learning | Sep 18, 2022 | Continual LearningScheduling | CodeCode Available | 0 |
| Fast Variational Block-Sparse Bayesian Learning | Jun 1, 2023 | Scheduling | CodeCode Available | 0 |
| Temporally Correlated Task Scheduling for Sequence Learning | Jul 10, 2020 | Machine TranslationScheduling | CodeCode Available | 0 |
| Learning Data Augmentation Schedules for Natural Language Processing | Nov 1, 2021 | Data AugmentationScheduling | CodeCode Available | 0 |
| UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue | Apr 16, 2022 | Multi-Task LearningResponse Generation | CodeCode Available | 0 |
| FLStore: Efficient Federated Learning Storage for non-training workloads | Mar 1, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| CASTILLO: Characterizing Response Length Distributions of Large Language Models | May 22, 2025 | Instruction FollowingLanguage Modeling | CodeCode Available | 0 |
| Fair Best Arm Identification with Fixed Confidence | Aug 30, 2024 | FairnessScheduling | CodeCode Available | 0 |
| Learning to Perform Local Rewriting for Combinatorial Optimization | Sep 30, 2018 | Combinatorial OptimizationReinforcement Learning | CodeCode Available | 0 |
| Energy-aware Scheduling of Virtualized Base Stations in O-RAN with Online Learning | Aug 21, 2022 | Scheduling | CodeCode Available | 0 |
| Solving the Resource Constrained Project Scheduling Problem Using the Parallel Tabu Search Designed for the CUDA Platform | Nov 13, 2017 | CPUGPU | CodeCode Available | 0 |
| End-to-end Feature Selection Approach for Learning Skinny Trees | Oct 28, 2023 | Ensemble LearningFeature Compression | CodeCode Available | 0 |
| RadioUNet: Fast Radio Map Estimation with Convolutional Neural Networks | Nov 17, 2019 | Scheduling | CodeCode Available | 0 |
| Secure Control Systems for Autonomous Quadrotors against Cyber-Attacks | Sep 18, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Coverage probability in wireless networks with determinantal scheduling | Jun 9, 2020 | Point ProcessesScheduling | CodeCode Available | 0 |
| Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation | Jan 30, 2023 | Decision MakingGraph Attention | CodeCode Available | 0 |
| Associated Learning: Decomposing End-to-end Backpropagation based on Auto-encoders and Target Propagation | Jun 13, 2019 | Scheduling | CodeCode Available | 0 |
| Adaptive Probabilistic Planning for the Uncertain and Dynamic Orienteering Problem | Sep 9, 2024 | Scheduling | CodeCode Available | 0 |
| AIOS: LLM Agent Operating System | Mar 25, 2024 | AI AgentLanguage Modelling | CodeCode Available | 0 |
| An ant colony optimization algorithm for job shop scheduling problem | Sep 19, 2013 | Combinatorial OptimizationJob Shop Scheduling | CodeCode Available | 0 |
| Adaptive Gain Scheduling using Reinforcement Learning for Quadcopter Control | Mar 12, 2024 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Learning by Playing - Solving Sparse Reward Tasks from Scratch | Feb 28, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| DPack: Efficiency-Oriented Privacy Budget Scheduling | Dec 26, 2022 | FairnessScheduling | CodeCode Available | 0 |
| Palantir: Towards Efficient Super Resolution for Ultra-high-definition Live Streaming | Aug 12, 2024 | SchedulingSuper-Resolution | CodeCode Available | 0 |
| Segmented Learning for Class-of-Service Network Traffic Classification | Aug 3, 2022 | ClassificationScheduling | CodeCode Available | 0 |
| Seizing Opportunity: Maintenance Optimization in Offshore Wind Farms Considering Accessibility, Production, and Crew Dispatch | Dec 1, 2020 | Scheduling | CodeCode Available | 0 |
| A Hybrid Bacterial Foraging Algorithm For Solving Job Shop Scheduling Problems | Nov 21, 2012 | Job Shop SchedulingScheduling | CodeCode Available | 0 |
| RankMap: A Platform-Aware Framework for Distributed Learning from Dense Datasets | Mar 27, 2015 | Distributed ComputingScheduling | CodeCode Available | 0 |
| Counting Manatee Aggregations using Deep Neural Networks and Anisotropic Gaussian Kernel | Nov 4, 2023 | Crowd CountingScene Recognition | CodeCode Available | 0 |
| Deep reinforcement learning for irrigation scheduling using high-dimensional sensor feedback | Jan 2, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Long-term Joint Scheduling for Urban Traffic | Oct 27, 2019 | Reinforcement LearningScheduling | CodeCode Available | 0 |
| Efficient Machine Translation Corpus Generation | Jun 20, 2023 | Machine TranslationScheduling | CodeCode Available | 0 |
| Cable Tree Wiring -- Benchmarking Solvers on a Real-World Scheduling Problem with a Variety of Precedence Constraints | Nov 25, 2020 | BenchmarkingScheduling | CodeCode Available | 0 |
| ExpTest: Automating Learning Rate Searching and Tuning with Insights from Linearized Neural Networks | Nov 25, 2024 | Scheduling | CodeCode Available | 0 |
| Rationalising data collection for supporting decision making in building energy systems using Value of Information analysis | Aug 19, 2024 | Decision MakingManagement | CodeCode Available | 0 |
| Supplementing Recurrent Neural Networks with Annealing to Solve Combinatorial Optimization Problems | Jul 17, 2022 | Combinatorial OptimizationScheduling | CodeCode Available | 0 |
| Deep Q-learning: a robust control approach | Jan 21, 2022 | OpenAI GymQ-Learning | CodeCode Available | 0 |