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#generalization — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #generalization, aggregated by home.social.

  1. 'Mentored Learning: Improving Generalization and Convergence of Student Learner', by Xiaofeng Cao, Yaming Guo, Heng Tao Shen, Ivor W. Tsang, James T. Kwok.

    jmlr.org/papers/v25/23-1213.ht

    #learners #learner #generalization

  2. WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series

    Jean-Christophe Gagnon-Audet, Kartik Ahuja, Mohammad Javad Darvishi Bayazi et al.

    Action editor: Antoni Chan.

    openreview.net/forum?id=mvftzo

    #generalization #generalize #datasets

  3. Predicting Out-of-Domain Generalization with Neighborhood Invariance

    Nathan Hoyen Ng, Neha Hulkund, Kyunghyun Cho, Marzyeh Ghassemi

    Action editor: Vincent Dumoulin.

    openreview.net/forum?id=jYkWdJ

    #generalization #classifier #classification

  4. Our #Tissue_Concepts model scored second at the #SemiCol challenge on detection and segmentation of colorectal cancer! 🥳 Over a year ago, we started to work on a #multitask learning pipeline aimed at small datasets and #generalization. In SemiCol, it detected almost all cancer (AUC 0.997) in external data.

    Congrats to the whole team at #Fraunhofer MEVIS and
    many thanks to the organizers!
    #foundationmodels #digitalpathology #ecdp2023

  5. Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces

    Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran

    Action editor: Joan Bruna.

    openreview.net/forum?id=mySiFH

    #regularization #generalization #regularized

  6. Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces

    Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran

    Action editor: Joan Bruna.

    openreview.net/forum?id=mySiFH

    #regularization #generalization #regularized

  7. Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces

    Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran

    Action editor: Joan Bruna.

    openreview.net/forum?id=mySiFH

    #regularization #generalization #regularized

  8. Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces

    Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran

    Action editor: Joan Bruna.

    openreview.net/forum?id=mySiFH

    #regularization #generalization #regularized