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    13 repositories

    • EC-L2O

      Public
      [SIGMETRICS 2022]Expert-Calibrated Learning for Online Optimization with Switching Costs
      machine-learningrobustnessonline-optimization
      Python
      •
      MIT License
      •2•3•0•0•Updated Aug 16, 2024Aug 16, 2024

    • Socially-Equitable-Public-Models

      Public
      [ICML 2024] Building Socially-Equitable Public Models
      Jupyter Notebook
      •
      MIT License
      •2•0•0•0•Updated Jun 7, 2024Jun 7, 2024

    • Water-Sustainability-Dataset

      Public
      [e-Energy 2024] A Dataset for Research on Water Sustainability
      MIT License
      •0•0•0•0•Updated Jun 1, 2024Jun 1, 2024

    • Anytime-Competitive-RL

      Public
      [NeurIPS 2023] Anytime-Constrained Reinforcement Learning with Policy Prior
      Jupyter Notebook
      •
      MIT License
      •0•2•0•0•Updated Dec 10, 2023Dec 10, 2023

    • Environmentally-Equitable-AI

      Public
      [Preprint]Towards Environmentally Equitable AI via Geographical Load Balancing
      equityenviromental-friendly
      Jupyter Notebook
      •
      MIT License
      •1•5•0•0•Updated Sep 28, 2023Sep 28, 2023

    • LOMAR

      Public
      [ICML 2023] Learning for Edge-Weighted Online Bipartite Matching with Robustness Guarantees
      machine-learningoptimizationbipartite-matching
      Python
      •
      MIT License
      •1•10•0•0•Updated Aug 9, 2023Aug 9, 2023

    • Making-AI-Less-Thirsty

      Public
      [Preprint] Making AI Less ''Thirsty'': Uncovering and Addressing the Secret Water Footprint of AI
      environmentartificial-intelligencedatacenter
      Jupyter Notebook
      •
      MIT License
      •2•20•0•0•Updated Apr 7, 2023Apr 7, 2023

    • TEGNAS

      Public
      "Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics" by Wuyang Chen, Xinyu Gong, Yunchao Wei, Humphrey Shi, Zhicheng Yan, Yi Yang, and Zhangyang Wang
      Python
      •
      MIT License
      •4•0•0•0•Updated Apr 14, 2022Apr 14, 2022

    • TENAS

      Public
      [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang
      Python
      •
      MIT License
      •31•0•0•0•Updated Apr 13, 2022Apr 13, 2022

    • CoDesign

      Public
      [tinyML 2022] A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators
      MATLAB
      •
      MIT License
      •59•2•0•0•Updated Mar 25, 2022Mar 25, 2022

    • darts

      Public
      Differentiable architecture search for convolutional and recurrent networks
      Python
      •
      Apache License 2.0
      •842•0•0•0•Updated Jan 28, 2022Jan 28, 2022

    • nasbench301

      Public
      Python
      •
      Apache License 2.0
      •22•0•0•0•Updated Nov 18, 2021Nov 18, 2021

    • OneProxy

      Public
      [SIGMETRICS 2022] One Proxy Device Is Enough for Hardware-Aware Neural Architecture Search
      scalabilityhardware-awaredeep-learningautomlneural-architecture-search
      Jupyter Notebook
      •
      MIT License
      •0•14•0•0•Updated Nov 3, 2021Nov 3, 2021