resource constraint

Hierarchical Dataset Selection for High-Quality Data Sharing AAAI 2026 Back to the Future of Integrated Robot Systems AAAI 2025 Don’t stop pretraining! Efficiently building specialised language models in resource-constrained settings. NAACL 2025 Operationalizing AI for Good: Spotlight on Deployment and Integration of AI Models in Humanitarian Work ACL 2025 Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025 Proactive and Reactive Constraint Programming for Stochastic Project Scheduling with Maximal Time-Lags AAAI 2025 Best Arm Identification with Resource Constraints AISTATS 2024 Contextual Decision-Making with Knapsacks Beyond the Worst Case NeurIPS 2024 Learning to Rank for Optimal Treatment Allocation Under Resource Constraints AISTATS 2024 Resource Democratization: Is Compute the Binding Constraint on AI Research? AAAI 2024 Think Before You Duel: Understanding Complexities of Preference Learning under Constrained Resources AISTATS 2024 Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices NeurIPS 2023 Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices ACML 2023 On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation Interspeech 2023 Regularized online DR-submodular optimization UAI 2023 BINAS: Bilinear Interpretable Neural Architecture Search ACML 2022 Online Learning with Knapsacks: the Best of Both Worlds ICML 2022 Optimal Pointing Sequences in Spacecraft Formation Flying Using Online Planning with Resource Constraints L4DC 2022 Smoothed Adversarial Linear Contextual Bandits with Knapsacks ICML 2022 TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets NeurIPS 2022 Budget-Constrained Coalition Strategies with Discounting IJCAI 2021 DDSAS: Dynamic and Differentiable Space-Architecture Search ACML 2021 HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021 Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints ICLR 2020 Discrete Model Compression With Resource Constraint for Deep Neural Networks CVPR 2020