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Showing 176–200 of 3104 papers

TitleStatusHype
Counterfactual Explanations for Machine Learning on Multivariate Time Series DataCode1
GOAL: A Generalist Combinatorial Optimization Agent LearningCode1
Latency-aware Unified Dynamic Networks for Efficient Image RecognitionCode1
Cross-Entropy Method Variants for OptimizationCode1
Learning Large Neighborhood Search for Vehicle Routing in Airport Ground HandlingCode1
How Does It Function? Characterizing Long-term Trends in Production Serverless WorkloadsCode1
CPU frequency scheduling of real-time applications on embedded devices with temporal encoding-based deep reinforcement learningCode1
Flipping the switch on local exploration: Genetic Algorithms with ReversalsCode1
Curriculum learning for improved femur fracture classification: scheduling data with prior knowledge and uncertaintyCode1
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling ProblemCode1
Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop SchedulingCode1
Decentralized Social Navigation with Non-Cooperative Robots via Bi-Level OptimizationCode1
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce PipeliningCode1
Decentralized Training of Foundation Models in Heterogeneous EnvironmentsCode1
Slapo: A Schedule Language for Progressive Optimization of Large Deep Learning Model TrainingCode1
A Unified Framework for Soft Threshold PruningCode1
Adaptive Charging Networks: A Framework for Smart Electric Vehicle ChargingCode1
DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource SchedulingCode1
Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement LearningCode1
Forecasting SQL Query Cost at TwitterCode1
Diagonal Batching Unlocks Parallelism in Recurrent Memory Transformers for Long ContextsCode1
MCUNet: Tiny Deep Learning on IoT DevicesCode1
AKG: Automatic Kernel Generation for Neural Processing Units using Polyhedral TransformationsCode1
DiffTune: Optimizing CPU Simulator Parameters with Learned Differentiable SurrogatesCode1
Age-Based Scheduling for Mobile Edge Computing: A Deep Reinforcement Learning ApproachCode1
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