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💧🌏 Greg CocksObservations Reveal Changing Coastal Storm Extremes Around The United States -- <a href="https://doi.org/10.1038/s41558-025-02315-z" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1038/s41558-025-02315-z</a> <-- shared paper -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/extremeweather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#extremeweather</a> <a href="https://techhub.social/tags/coast" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coast</a> <a href="https://techhub.social/tags/coastal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#coastal</a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialanalysis</a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatiotemporal</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modeling</a> <a href="https://techhub.social/tags/communities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#communities</a> <a href="https://techhub.social/tags/publicsafety" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#publicsafety</a> <a href="https://techhub.social/tags/climatechange" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climatechange</a> <a href="https://techhub.social/tags/stormsurge" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stormsurge</a> <a href="https://techhub.social/tags/USA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#USA</a> <a href="https://techhub.social/tags/flood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#flood</a> <a href="https://techhub.social/tags/flooding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#flooding</a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#risk</a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hazard</a> <a href="https://techhub.social/tags/damage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#damage</a> <a href="https://techhub.social/tags/infrastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#infrastructure</a> <a href="https://techhub.social/tags/cost" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#cost</a> <a href="https://techhub.social/tags/economics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#economics</a> <a href="https://techhub.social/tags/mitigation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mitigation</a> <a href="https://techhub.social/tags/insurance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#insurance</a> <a href="https://techhub.social/tags/sealevel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sealevel</a> <a href="https://techhub.social/tags/SLR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SLR</a> <a href="https://techhub.social/tags/sealevelrise" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#sealevelrise</a> <a href="https://techhub.social/tags/Bayesian" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Bayesian</a> <a href="https://techhub.social/tags/hierarchical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hierarchical</a> <a href="https://techhub.social/tags/framework" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#framework</a> <a href="https://techhub.social/tags/tideguage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tideguage</a> <a href="https://techhub.social/tags/tide" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tide</a> <a href="https://techhub.social/tags/tidal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#tidal</a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#water</a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrology</a> <a href="https://techhub.social/tags/hydrography" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrography</a> <a href="https://techhub.social/tags/extremes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#extremes</a> <a href="https://techhub.social/tags/intensity" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#intensity</a> <a href="https://techhub.social/tags/monitoring" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#monitoring</a>

Don Curren 🇨🇦🇺🇦“Fascist <a class="hashtag" href="https://bsky.app/search?q=%23politics" rel="nofollow noopener noreferrer" target="_blank">#politics</a> feeds off the sense of aggrieved <a class="hashtag" href="https://bsky.app/search?q=%23victimization" rel="nofollow noopener noreferrer" target="_blank">#victimization</a> caused by loss of <a class="hashtag" href="https://bsky.app/search?q=%23hierarchical" rel="nofollow noopener noreferrer" target="_blank">#hierarchical</a> status. <a class="hashtag" href="https://bsky.app/search?q=%23Empires" rel="nofollow noopener noreferrer" target="_blank">#Empires</a> are particularly susceptible to <a class="hashtag" href="https://bsky.app/search?q=%23fascist" rel="nofollow noopener noreferrer" target="_blank">#fascist</a> politics because of this sense of loss.” - <a class="hashtag" href="https://bsky.app/search?q=%23JasonStanley" rel="nofollow noopener noreferrer" target="_blank">#JasonStanley</a>, How <a class="hashtag" href="https://bsky.app/search?q=%23Fascism" rel="nofollow noopener noreferrer" target="_blank">#Fascism</a> Works: The <a class="hashtag" href="https://bsky.app/search?q=%23Politics" rel="nofollow noopener noreferrer" target="_blank">#Politics</a> of Us and Them

JMLR'An Axiomatic Definition of Hierarchical Clustering', by Ery Arias-Castro, Elizabeth Coda.<a href="http://jmlr.org/papers/v26/24-1052.html" target="_blank" rel="nofollow noopener noreferrer" translate="no">http://jmlr.org/papers/v26/24-1052.html</a> <a href="https://sigmoid.social/tags/cluster" class="mention hashtag" rel="tag">#cluster</a> <a href="https://sigmoid.social/tags/clustering" class="mention hashtag" rel="tag">#clustering</a> <a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a>

Chuck Darwin<a href="https://c.im/tags/Epic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Epic</a> <a href="https://c.im/tags/Systems" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Systems</a> epitomizes everything perverse about the commercialized mess that American medicine has become. “Epic’s clients are not doctors. They are the CEOs and CFOs who write the checks to Epic,” says Dr. Bill Stead, who created pioneering <a href="https://c.im/tags/electronic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#electronic</a> <a href="https://c.im/tags/health" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#health</a> <a href="https://c.im/tags/record" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#record</a> systems at Duke and then at Vanderbilt University Medical Center, both eventually supplanted by Epic.Epic became the dominant vendor of databases because it was better than anyone else at combining regulatory compliance with 🔸maximizing hospital income. Epic enables the hospital to maximize the use of codes that determine the payment. “Before Epic, nobody was able to systematize upcoding,” says an executive of one hospital system. 🔥Epic’s software can enable doctors and hospitals to overcharge patients, insurers, and Medicare and Medicaid.There are about 10,000 possible billing codes that indicate conditions and complications. These <a href="https://c.im/tags/Hierarchical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hierarchical</a> <a href="https://c.im/tags/Condition" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Condition</a> <a href="https://c.im/tags/Category" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Category</a> (HCC) codes allow increased payments based on risk. For instance, diabetes with no complications, HCC code 19, pays a capitation rate of $894.40 -- while diabetes combined with kidney failure can use 2 HCC codes, 18 and 136, which increases the capitation rate to $1,273.60. Doctors have the ability to also use codes for past patient conditions that have nothing to do with current presenting symptoms.Assigning codes to each patient health malady is more of an art or artifice than a science, where doctors’ judgment calls can bleed into Medicare fraud. Payments are based partly on time spent with a patient, on a scale from 1 to 5. One doctor told me that her supervisor, who gets reports from Epic on her billing practices, regularly contacts her and says things like “That appointment was a 2. Don’t you think it might be a 3?”Epic’s software can thus enable doctors and hospitals to overcharge patients, insurers, and government agencies such as Medicare and Medicaid. Before a doctor can complete the record of a patient visit, they must respond to every question and check every required box. 🆘 Hospitals have financial incentives to make patients look sicker so that they can maximize revenue, and Epic’s software facilitates this.<a href="https://prospect.org/health/2024-10-01-epic-dystopia/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://prospect.org/health/2024-10-01-epic-dystopia/</a>

JMLR'An Entropy-Based Model for Hierarchical Learning', by Amir R. Asadi.<a href="http://jmlr.org/papers/v25/23-0096.html" target="_blank" rel="nofollow noopener noreferrer" translate="no">http://jmlr.org/papers/v25/23-0096.html</a> <a href="https://sigmoid.social/tags/supervised" class="mention hashtag" rel="tag">#supervised</a> <a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a> <a href="https://sigmoid.social/tags/multiscale" class="mention hashtag" rel="tag">#multiscale</a>

:rss: Hacker NewsDirect pixel-space megapixel image generation with diffusion models <a href="https://crowsonkb.github.io/hourglass-diffusion-transformers/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://crowsonkb.github.io/hourglass-diffusion-transformers/</a> <a href="https://rss-mstdn.studiofreesia.com/tags/ycombinator" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ycombinator</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Diffusion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Diffusion</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Machine_Learning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Machine_Learning</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Generative_Models" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Generative_Models</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Generative_AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Generative_AI</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Megapixel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Megapixel</a> <a href="https://rss-mstdn.studiofreesia.com/tags/High_resolution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#High_resolution</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Image_Synthesis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Image_Synthesis</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Transformer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Transformer</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Neighborhood_Attention" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Neighborhood_Attention</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Local_Attention" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Local_Attention</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Hierarchical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hierarchical</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Pixel_space" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pixel_space</a>

:rss: Hacker NewsDirect Pixel-Space Megapixel Image Generation with Diffusion Models <a href="https://crowsonkb.github.io/hourglass-diffusion-transformers/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://crowsonkb.github.io/hourglass-diffusion-transformers/</a> <a href="https://rss-mstdn.studiofreesia.com/tags/ycombinator" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ycombinator</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Diffusion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Diffusion</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Machine_Learning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Machine_Learning</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Generative_Models" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Generative_Models</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Generative_AI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Generative_AI</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Megapixel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Megapixel</a> <a href="https://rss-mstdn.studiofreesia.com/tags/High_resolution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#High_resolution</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Image_Synthesis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Image_Synthesis</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Transformer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Transformer</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Neighborhood_Attention" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Neighborhood_Attention</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Local_Attention" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Local_Attention</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Hierarchical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Hierarchical</a> <a href="https://rss-mstdn.studiofreesia.com/tags/Pixel_space" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Pixel_space</a>

Published papers at TMLRA Revenue Function for Comparison-Based Hierarchical ClusteringAishik Mandal, Michaël Perrot, Debarghya Ghoshdastidar<a href="https://openreview.net/forum?id=QzWr4w8PXx" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://openreview.net/forum?id=QzWr4w8PXx</a><a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a> <a href="https://sigmoid.social/tags/clustering" class="mention hashtag" rel="tag">#clustering</a> <a href="https://sigmoid.social/tags/hierarchy" class="mention hashtag" rel="tag">#hierarchy</a>

New Submissions to TMLRA Revenue Function for Comparison-Based Hierarchical Clustering<a href="https://openreview.net/forum?id=QzWr4w8PXx" target="_blank" rel="nofollow noopener noreferrer" translate="no">https://openreview.net/forum?id=QzWr4w8PXx</a><a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a> <a href="https://sigmoid.social/tags/clustering" class="mention hashtag" rel="tag">#clustering</a> <a href="https://sigmoid.social/tags/hierarchy" class="mention hashtag" rel="tag">#hierarchy</a>

JMLR'HiClass: a Python Library for Local Hierarchical Classification Compatible with Scikit-learn', by Fábio M. Miranda, Niklas Köhnecke, Bernhard Y. Renard.<a href="http://jmlr.org/papers/v24/21-1518.html" target="_blank" rel="nofollow noopener noreferrer" translate="no">http://jmlr.org/papers/v24/21-1518.html</a> <a href="https://sigmoid.social/tags/hiclass" class="mention hashtag" rel="tag">#hiclass</a> <a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a> <a href="https://sigmoid.social/tags/scikit" class="mention hashtag" rel="tag">#scikit</a>

JMLR'Approximation Bounds for Hierarchical Clustering: Average Linkage, Bisecting K-means, and Local Search', by Benjamin Moseley, Joshua R. Wang.<a href="http://jmlr.org/papers/v24/18-080.html" target="_blank" rel="nofollow noopener noreferrer" translate="no">http://jmlr.org/papers/v24/18-080.html</a> <a href="https://sigmoid.social/tags/clustering" class="mention hashtag" rel="tag">#clustering</a> <a href="https://sigmoid.social/tags/algorithms" class="mention hashtag" rel="tag">#algorithms</a> <a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a>

Bertrand Charpentier<a href="https://sigmoid.social/tags/introduction" class="mention hashtag" rel="tag">#introduction</a> I am a Ph.D. student in <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="tag">#MachineLearning</a>. My research interests cover <a href="https://sigmoid.social/tags/uncertainty" class="mention hashtag" rel="tag">#uncertainty</a> / <a href="https://sigmoid.social/tags/robustness" class="mention hashtag" rel="tag">#robustness</a> in machine learning, <a href="https://sigmoid.social/tags/hierarchical" class="mention hashtag" rel="tag">#hierarchical</a> / <a href="https://sigmoid.social/tags/causal" class="mention hashtag" rel="tag">#causal</a> inference, and <a href="https://sigmoid.social/tags/efficient" class="mention hashtag" rel="tag">#efficient</a> machine learning :)

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