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@VirtuosoResearch

VirtuosoResearch

We are a group of computer science and machine learning researchers led by Ryan Zhang

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  1. Task-Modeling Task-Modeling Public

    Modeling task relationships with surrogate modeling

    Python 6 1

  2. Boosting-multitask-learning-on-graphs Boosting-multitask-learning-on-graphs Public

    A boosting procedure for multitask learning on graph-structured data

    Python 11 1

  3. Generalization-in-graph-neural-networks Generalization-in-graph-neural-networks Public

    Measuring generalization properties of graph neural networks

    Python 14 1

  4. Regularized-Self-Labeling Regularized-Self-Labeling Public

    A regularized self-labeling approach to improve the generalization and robustness of fine-tuned models

    Python 27 1

  5. ML4RoadSafety ML4RoadSafety Public

    A dataset for traffic accident analysis in the US

    Python 19 1

  6. Multitask-Learning-and-Fine-Tuning Multitask-Learning-and-Fine-Tuning Public

    Recent papers and projects in multitask Learning, fine-tuning, and their applications

    9 1

Repositories

Showing 10 of 17 repositories
  • ML4RoadSafety Public

    A dataset for traffic accident analysis in the US

    VirtuosoResearch/ML4RoadSafety’s past year of commit activity
    Python 19 1 2 0 Updated Nov 14, 2024
  • Scalable-finetuning Public

    A scalable algorithm for fine-tuning LMs on multiple data sources

    VirtuosoResearch/Scalable-finetuning’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Nov 14, 2024
  • virtuosoresearch.github.io Public

    group website

    VirtuosoResearch/virtuosoresearch.github.io’s past year of commit activity
    TypeScript 0 0 0 0 Updated Oct 25, 2024
  • Noise-stability-optimization Public

    A Hessian-based regularization approach for finding flat minima

    VirtuosoResearch/Noise-stability-optimization’s past year of commit activity
    Python 4 MIT 0 0 0 Updated Sep 16, 2024
  • ScalableMTL Public

    A scalable task grouping method using linearized estimation of task affinity scores

    VirtuosoResearch/ScalableMTL’s past year of commit activity
    Python 5 0 0 0 Updated Sep 9, 2024
  • Tree-data-augmentation Public

    A top-down search algorithm to construct tree-structured composition of data augmentation

    VirtuosoResearch/Tree-data-augmentation’s past year of commit activity
    Python 1 MIT 1 0 0 Updated Jun 19, 2024
  • VirtuosoResearch/Generating-project-summaries’s past year of commit activity
    Python 3 0 0 0 Updated Mar 28, 2024
  • Multitask-Learning-and-Fine-Tuning Public

    Recent papers and projects in multitask Learning, fine-tuning, and their applications

    VirtuosoResearch/Multitask-Learning-and-Fine-Tuning’s past year of commit activity
    9 1 0 2 Updated Jan 21, 2024
  • VirtuosoResearch/DeepFake-Detection’s past year of commit activity
    2 0 0 0 Updated Dec 16, 2023
  • Robust-Fine-Tuning Public

    Measuring generalization properties of fine-tuning using Hessian

    VirtuosoResearch/Robust-Fine-Tuning’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Sep 24, 2023

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