home.social

#labeled — Public Fediverse posts

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

fetched live
  1. These days, it’s all too convenient—and seemingly simple—to label anyone with a differing opinion as a right-wing extremist, a fascist, or even a Nazi when that view doesn’t fit into one’s own worldview.

    The overuse of these terms (right-wing extremist/fascist/Nazi) has led precisely to the social problems they were originally meant to warn against.

    Anyone who labels every political opponent a Nazi devalues the term and thereby makes it harder to credibly identify genuine extremism.

    People who are wrongly labeled in this way do not turn away, but often turn even more toward the camps they are supposedly representing.

    If you cry wolf too often, no one will listen when the wolf actually comes. 🙄

    (Directly translated with deepl.com)
    #Opinion #Fascist #FarRight #Nazi #Inflated #Political #Uncomfortable #Extremism #Labeled

  2. 'Predictive Inference with Weak Supervision', by Maxime Cauchois, Suyash Gupta, Alnur Ali, John C. Duchi.

    jmlr.org/papers/v25/23-0253.ht

    #predictive #prediction #labeled

  3. 'Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes', by Aaron Sonabend-W, Nilanjana Laha, Ashwin N. Ananthakrishnan, Tianxi Cai, Rajarshi Mukherjee.

    jmlr.org/papers/v24/21-0187.ht

    #supervised #labeled #annotated

  4. Supervised Knowledge May Hurt Novel Class Discovery Performance

    ZIYUN LI, Jona Otholt, Ben Dai, Di Hu, Christoph Meinel, Haojin Yang

    Action editor: Vikas Sindhwani.

    openreview.net/forum?id=oqOBTo

    #supervised #labeled #imagenet

  5. 'Risk Bounds for Positive-Unlabeled Learning Under the Selected At Random Assumption', by Olivier Coudray, Christine Keribin, Pascal Massart, Patrick Pamphile.

    jmlr.org/papers/v24/22-067.htm

    #labeled #classification #classifier

  6. KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation

    Chenhong Zhou, Feng Liu, Chen Gong, Rongfei Zeng, Tongliang Liu, William Cheung, Bo Han

    openreview.net/forum?id=5II12y

    #classify #labeled #classifier

  7. 'Labels, Information, and Computation: Efficient Learning Using Sufficient Labels', by Shiyu Duan, Spencer Chang, Jose C. Principe.

    jmlr.org/papers/v24/22-0019.ht

    #supervised #labeled #classifier