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#optimal — Public Fediverse posts

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

  1. How to accelerate a (monetary) #economy for the people (with the current #business models):
    1. Make everything (or more things) #commission-based.
    2. Get rid of forms and #resumes; implement a more #efficient and #optimized matching process.
    3. Require a #success rate for websites/business/apps that require the economic #investment of one’s time.
    4. Ensure an #optimal and #guaranteed flow of #exchange between all people in economy.
    5. Invest in basic needs to ensure 1-4 is possible. #economics

  2. With my colleague Dr Kevin Worrall #UofG, happy to support Craft Prospect Ltd on a new project from the European Space Agency #ESA @esa:

    ‘Robust real-time constrained #optimal #control using machine learning’ (ROC-ML)

    It will demonstrate machine learning algorithms for motion planning in orbital #space missions, covering missions include active #debris removal, in-orbit servicing and space station assembly.

    gla.ac.uk/news/headline_118665

    #space #esa #ml #control #engineering #UofG

  3. 'Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression', by Aleksandrs Slivkins, Xingyu Zhou, Karthik Abinav Sankararaman, Dylan J. Foster.

    jmlr.org/papers/v25/24-1220.ht

    #bandits #knapsacks #optimal

  4. 'Near-Optimal Algorithms for Making the Gradient Small in Stochastic Minimax Optimization', by Lesi Chen, Luo Luo.

    jmlr.org/papers/v25/22-1126.ht

    #minimax #optimization #optimal

  5. 'Optimal Decision Tree and Adaptive Submodular Ranking with Noisy Outcomes', by Su Jia, Fatemeh Navidi, Viswanath Nagarajan, R. Ravi.

    jmlr.org/papers/v25/23-1484.ht

    #adaptive #classifiers #optimal

  6. 'On the Convergence of Projected Alternating Maximization for Equitable and Optimal Transport', by Minhui Huang, Shiqian Ma, Lifeng Lai.

    jmlr.org/papers/v25/22-0524.ht

    #optimal #optimization #maximization

  7. 'Matryoshka Policy Gradient for Entropy-Regularized RL: Convergence and Global Optimality', by François G. Ged, Maria Han Veiga.

    jmlr.org/papers/v25/23-0879.ht

    #softmax #optimality #optimal

  8. 'Regret Analysis of Bilateral Trade with a Smoothed Adversary', by Nicolò Cesa-Bianchi, Tommaso Cesari, Roberto Colomboni, Federico Fusco, Stefano Leonardi.

    jmlr.org/papers/v25/23-1627.ht

    #adversary #buyers #optimal

  9. 'On the Optimality of Misspecified Spectral Algorithms', by Haobo Zhang, Yicheng Li, Qian Lin.

    jmlr.org/papers/v25/23-0383.ht

    #optimality #optimal #spectral

  10. 'Optimal Clustering with Bandit Feedback', by Junwen Yang, Zixin Zhong, Vincent Y. F. Tan.

    jmlr.org/papers/v25/22-1088.ht

    #bandit #clustering #optimal

  11. 'Towards Optimal Sobolev Norm Rates for the Vector-Valued Regularized Least-Squares Algorithm', by Zhu Li, Dimitri Meunier, Mattes Mollenhauer, Arthur Gretton.

    jmlr.org/papers/v25/23-1663.ht

    #norm #norms #optimal