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#robust — Public Fediverse posts

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

  1. Identification and Semiparametric Estimation of Conditional Means from Aggregate Data
    arxiv.org/pdf/2509.20194
    Ecological inference is the challenge of estimating subgroup behavior using only aggregate data like geographic averages. This paper introduces a new semiparametric method using debiased #machineLearning to improve estimate accuracy. The approach formalizes identifying assumptions and uses many covariates to minimize statistical bias. Tools for sensitivity analysis and unit-level estimation ensure results remain #robust under varying conditions. Tests on voting and pollution data show this method outperforms traditional models in precision and speed.
    #Rstats package: corymccartan.com/seine/
    #ecologicalinference #machinelearning #statistics #econometrics

  2. Star Tek Academy cancellation is for the same reasons as cancelling Colbert and Kimmel.

    To make room for "all fascist TV and Media" like all fascist news.

    ____

    Its gonna take a General Strike.

    New Deal: this deck is rigged.

    -----

    #abc #cnn #cbs #nbc #etc #etc #coup #billionaires #robust #generalstrike

  3. RE: mastodon.green/@plazi_species/

    Beetles of the genus #Cheironitis (#Scarabaeinae) are characterized by a strikingly #robust #morphology in the #adults, while the larvae usually resemble cockchafer grubs. These are #dungbeetles that exhibit #broodcare. They are widespread in #arid regions of the #Palearctic and #Afrotropical regions. YuHeng Wang et al. (2025) described, i.a., the new species C. #aiweiae from #ShirenGou (Xinjiang Uygur). #Biodiversityresearch © this text #StefanFWirth

  4. #USB-R, wie "#robust" mit Rastnase oder sogar Schrauben im Still von D-Sub-Steckern: Wann?

    Es nervt einfach sehr, wenn das #Docking-Kabel in der USB-C-Buchse wackelt und der Bildschirm verschwindert, oder gar der Grafiktreiber der #eGPU abstürzt.

  5. After 10 years in storage, plugged my 2006 bought Nintendo #wii back in.

    Works perfectly. #robust

    Though I am having to use a converter to hdmi and then to vga as my old monitor only has 1 hdmi plug.

  6. Rust's Block Pattern

    Here’s a little idiom that I haven’t really seen discussed anywhere, that I think makes Rust code much cleaner and more robust.
    — by @notgull

    🦀 notgull.net/block-pattern/

    #notgull #rust #rustlang #coding #robust #cleancode #RobustCode #dev #code

  7. I just created a project on osf.io to promote and discuss #ROOT further:
    ROOT – #Robust . #Open . #Ongoing . #Time-Tested

    osf.io/we4fn

    It is not bound to any specific #tool but can be applied to a wide range of (#CLI) tools and platforms.

  8. I just created a project on osf.io to promote and discuss #ROOT further:
    ROOT – #Robust . #Open . #Ongoing . #Time-Tested

    osf.io/we4fn

    It is not bound to any specific #tool but can be applied to a wide range of (#CLI) tools and platforms.

  9. I just created a project on osf.io to promote and discuss #ROOT further:
    ROOT – #Robust . #Open . #Ongoing . #Time-Tested

    osf.io/we4fn

    It is not bound to any specific #tool but can be applied to a wide range of (#CLI) tools and platforms.

  10. #CattleAustralia’s chief executive, #WillEvans, says the decision to #liftrestrictions on #USbeef #imports will not create an “open slather” domestic market, and told RN Breakfast he’s confident the #US has implemented #robust #biosecurity measures.

    #auspol #TrumpRegime has decreased almost all U.S. safeguards. #TariffBackdown #AlboCavedToTrump #Aussie #Clusterfuck

  11. 'Outlier Robust and Sparse Estimation of Linear Regression Coefficients', by Takeyuki Sasai, Hironori Fujisawa.

    jmlr.org/papers/v26/23-1583.ht

    #outlier #outliers #robust

  12. For #Edleaders, prioritize IT systems that are #Reliable (always on), #Robust (fast & efficient), and #Secure (protected & accessible). These three are non-negotiable.

  13. "this review covers the wide range of metadata standards relevant to reproducible computational research across an “analytic stack” consisting of input data, tools, reports, pipelines, and publications."

    #Matrix die #Eingenschaft​en des #Zusammenspiel​s von #Daten und #Code auf #Reproduzierbarkeit, #Wiederholbarkeit, #Robustheit und #Generalisierbarkeit zurechnet.

    sciencedirect.com/science/arti

    #reproduzieren #wiederholen #robust #Generalisierung #generell #Validität

  14. How Over-Complicated Security Measures Put Your Data at Risk As the digital world grows increasingly complex, so does the need for robust cybersecurity. However, when security measures become too complicated, users often avoid or circumvent them, thinking they are more trouble than...

    medium.com/design-bootcamp/the

    #designbootcamp #security #measures #digital #increasingly #robust

  15. @vor @Linknation @pschanen

    This is horseshit.

    This is FUD, presented as if by a "friend"
    Like anonymous "climate activists" telling us to concentrate on carbon capture.

    The second largest instllation demographic for Linux is "grandparents" running something their kids told them was windows but is actually a simple ui on Linux,--

    --- SO THEY DONT HAVE TO FIX WINDOWS™FOR THEM EVERY WEEKEND.

    #linux #easy #better #safer #robust #privacy #secure

  16. 'Sample Complexity of Variance-Reduced Distributionally Robust Q-Learning', by Shengbo Wang, Nian Si, Jose Blanchet, Zhengyuan Zhou.

    jmlr.org/papers/v25/23-0526.ht

    #robust #efficiently #reinforcement

  17. 'Robust Principal Component Analysis using Density Power Divergence', by Subhrajyoty Roy, Ayanendranath Basu, Abhik Ghosh.

    jmlr.org/papers/v25/23-1096.ht

    #pca #robust #divergence

  18. A quotation from Taleb, Nassim Nicholas:

    «
    For the robust, an error is information; for the fragile, an error is an error.
    »

    Full quote, sourcing, notes:
    wist.info/taleb-nassim-nichola

    #quote #quotes #quotation #error #failure #feedback #fragile #mistake #robust #resiliance

  19. 'Fortuna: A Library for Uncertainty Quantification in Deep Learning', by Gianluca Detommaso et al.

    jmlr.org/papers/v25/23-0145.ht

    #uncertainty #accuracy #robust

  20. Incense Temple L2 🏛️ 💨
    One of Thuh first reations from 2020

    When burning an incense cone under its roof fragrant smoke will emerge from under the eaves.
    Finished in a robust terrazzo polish.

    Dimensions of this structure are:
    Length: 8 7/8" / 22,6 cm
    Width: 2 5/8” / 6,6 cm
    Height: 4 1/4” / 10,8 cm
    Weight: 2.2 lb / 1 kg

    Listed at ->
    etsy.com/listing/752995712/abs

    #incense #temple #terrazzo #cone #robust #polished #fragrance #aromatherapy #aroma #architecture #design #ceremony #worship #religious

  21. @tagesschau

    Die #Botschaft dahinter ist, dass die #Weltmeere nicht mehr nur von den #USA kontrolliert werden.

    #Indien tritt hier #selbstbewusst und #robust auf, um eigene #Interessen #durchzusetzen.

    Interessant ist darüber hinaus auch, dass sie anschließend zuerst das #britische #Militär informiert haben.

  22. The Robustness Limits of SoTA Vision Models to Natural Variation

    Mark Ibrahim, Quentin Garrido, Ari S. Morcos, Diane Bouchacourt

    Action editor: Dumitru Erhan.

    openreview.net/forum?id=QhHLwn

    #autoencoders #robust #vision

  23. DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs

    Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

    openreview.net/forum?id=VcXNAr

    #regularization #regularized #robust

  24. DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs

    Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

    openreview.net/forum?id=VcXNAr

    #regularization #regularized #robust

  25. DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs

    Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

    openreview.net/forum?id=VcXNAr

    #regularization #regularized #robust

  26. DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs

    Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis

    openreview.net/forum?id=VcXNAr

    #regularization #regularized #robust

  27. @andrewstroehlein

    i don't have a straight forward one:

    it has to be backed up by #thoughtful #transparent #systems

    can be #crowd #sourced (#guaranteed and #robust #education system for the crowd to be able to weigh in maybe)

    subject matter experts (#sme) and #generalized jack of all trades kinda #experts acting as additional #layers of #checks and #balances (should be not #beholden to special interest groups, #sig)

  28. @andrewstroehlein

    i don't have a straight forward one:

    it has to be backed up by #thoughtful #transparent #systems

    can be #crowd #sourced (#guaranteed and #robust #education system for the crowd to be able to weigh in maybe)

    subject matter experts (#sme) and #generalized jack of all trades kinda #experts acting as additional #layers of #checks and #balances (should be not #beholden to special interest groups, #sig)

  29. @andrewstroehlein

    i don't have a straight forward one:

    it has to be backed up by #thoughtful #transparent #systems

    can be #crowd #sourced (#guaranteed and #robust #education system for the crowd to be able to weigh in maybe)

    subject matter experts (#sme) and #generalized jack of all trades kinda #experts acting as additional #layers of #checks and #balances (should be not #beholden to special interest groups, #sig)

  30. @andrewstroehlein

    i don't have a straight forward one:

    it has to be backed up by #thoughtful #transparent #systems

    can be #crowd #sourced (#guaranteed and #robust #education system for the crowd to be able to weigh in maybe)

    subject matter experts (#sme) and #generalized jack of all trades kinda #experts acting as additional #layers of #checks and #balances (should be not #beholden to special interest groups, #sig)

  31. @andrewstroehlein

    i don't have a straight forward one:

    it has to be backed up by #thoughtful #transparent #systems

    can be #crowd #sourced (#guaranteed and #robust #education system for the crowd to be able to weigh in maybe)

    subject matter experts (#sme) and #generalized jack of all trades kinda #experts acting as additional #layers of #checks and #balances (should be not #beholden to special interest groups, #sig)

  32. Robust.AI raises a $15M Series A to improve problem solving for collaborative robots - Robust.AI today announced that it has raised a $15 million Series A, led by Jazz Venture Partners. ... - feedproxy.google.com/~r/Techcr #geometricintelligence #jazzventurepartners #rethinkrobotics #recentfunding #robust.ai #robotics #startups #funding