conftrace_

resource constraint

35 papers

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Co-occurring keywords

neural architecture search (666) resource allocation (251) regret bound (1926) online learning (1777) knapsack problem (39) model compression (3302) differentiable search (29) neural network (6616) resource consumption (10) budget constraint (57)

Papers

Hierarchical Dataset Selection for High-Quality Data Sharing AAAI 2026
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
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
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
Learning to Rank for Optimal Treatment Allocation Under Resource Constraints AISTATS 2024
Best Arm Identification with Resource Constraints AISTATS 2024
Contextual Decision-Making with Knapsacks Beyond the Worst Case NIPS 2024
On-Device Constrained Self-Supervised Speech Representation Learning for Keyword Spotting via Knowledge Distillation INTERSPEECH 2023
Regularized online DR-submodular optimization UAI 2023
Aggregating Capacity in FL through Successive Layer Training for Computationally-Constrained Devices NIPS 2023
Harmonic-NAS: Hardware-Aware Multimodal Neural Architecture Search on Resource-constrained Devices ACML 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 NIPS 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
Discrete Model Compression With Resource Constraint for Deep Neural Networks CVPR 2020
Fully Nested Neural Network for Adaptive Compression and Quantization IJCAI 2020