home.social

#learnability — Public Fediverse posts

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

  1. A new product.

    The client wonders: is the interaction paradigm too hard for the intended customers?

    They test it—on colleagues—who "confirm" the design works.

    Later, in the hands of actual target users, the interaction paradigm fails. (SUS usability was 20 ±15 points, and learnability was 17 ±15 points—the lowest #usability and #learnability scores I've ever calculated.)

    The lesson: recruit the right participants for #UserResearch.

    #SUS #score #software #design #UX #user #UCD #UI #UR

  2. 'A Characterization of Multioutput Learnability', by Vinod Raman, Unique Subedi, Ambuj Tewari.

    jmlr.org/papers/v25/23-078.htm

    #learnability #learnable #multilabel

  3. 'On the Learnability of Out-of-distribution Detection', by Zhen Fang, Yixuan Li, Feng Liu, Bo Han, Jie Lu.

    jmlr.org/papers/v25/23-1257.ht

    #learnability #classifier #detection

  4. 'PAC-learning for Strategic Classification', by Ravi Sundaram, Anil Vullikanti, Haifeng Xu, Fan Yao.

    jmlr.org/papers/v24/21-1250.ht

    #adversarial #classifiers #learnability

  5. The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide N...

    James B Simon, Madeline Dickens, Dhruva Karkada, Michael Deweese

    Action editor: Andriy Mnih.

    openreview.net/forum?id=FDbQGC

    #eigenlearning #learnability #adversarial

  6. The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide N...

    James B Simon, Madeline Dickens, Dhruva Karkada, Michael Deweese

    Action editor: Andriy Mnih.

    openreview.net/forum?id=FDbQGC

    #eigenlearning #learnability #adversarial

  7. The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide N...

    James B Simon, Madeline Dickens, Dhruva Karkada, Michael Deweese

    Action editor: Andriy Mnih.

    openreview.net/forum?id=FDbQGC

    #eigenlearning #learnability #adversarial

  8. The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide N...

    James B Simon, Madeline Dickens, Dhruva Karkada, Michael Deweese

    Action editor: Andriy Mnih.

    openreview.net/forum?id=FDbQGC

    #eigenlearning #learnability #adversarial

  9. The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide N...

    James B Simon, Madeline Dickens, Dhruva Karkada, Michael Deweese

    Action editor: Andriy Mnih.

    openreview.net/forum?id=FDbQGC

    #eigenlearning #learnability #adversarial