Pinboard (cshalizi) https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi The Consistency Assumption for Causal Inference in Social Epidemiology: When a Rose is Not a Rose 2020-09-04T18:12:39+00:00 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4912021/ cshalizi to:NB to_read causal_inference via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:19232ff97c3b/ Between the Devil and the Deep Blue Sea: Tensions Between Scientific Judgement and Statistical Model Selection | SpringerLink 2020-09-01T12:04:20+00:00 https://link.springer.com/article/10.1007/s42113-018-0019-z cshalizi model_selection social_science_methodology via:arsyed statistics psychology in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c275d9352b65/ [2001.01987] Softmax-based Classification is k-means Clustering: Formal Proof, Consequences for Adversarial Attacks, and Improvement through Centroid Based Tailoring 2020-03-18T17:56:52+00:00 https://arxiv.org/abs/2001.01987 cshalizi to:NB neural_networks classifiers clustering k-means adversarial_examples via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:1f1d75e91ff6/ [1901.00403] Can You Trust This Prediction? Auditing Pointwise Reliability After Learning 2019-09-27T17:29:17+00:00 https://arxiv.org/abs/1901.00403 cshalizi prediction statistics halbert_white_died_for_your_sins via:arsyed have_read uncertainty_for_neural_networks in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:648d9693c602/ [1902.04783] Mathematical Notions vs. Human Perception of Fairness: A Descriptive Approach to Fairness for Machine Learning 2019-09-25T02:38:05+00:00 https://arxiv.org/abs/1902.04783 cshalizi algorithmic_fairness via:arsyed have_skimmed to_teach:data-mining to_teach:statistics_of_inequality_and_discrimination in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f6ef91f390fb/ The Ethical Algorithm - Michael Kearns; Aaron Roth - Oxford University Press 2019-09-03T17:36:24+00:00 https://global.oup.com/academic/product/the-ethical-algorithm-9780190948207 cshalizi via:arsyed data_mining algorithmic_fairness kearns.michael to_teach:data-mining to_teach:statistics_of_inequality_and_discrimination in_NB books:recommended https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cc246869773a/ Modern Neural Networks Generalize on Small Data Sets 2018-12-09T14:29:18+00:00 https://papers.nips.cc/paper/7620-modern-neural-networks-generalize-on-small-data-sets cshalizi to:NB learning_theory neural_networks via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:1beb711d5de8/ Communicating Uncertainty in Official Economic Statistics: An Appraisal Fifty Years after Morgenstern 2018-10-22T13:19:18+00:00 https://www.aeaweb.org/articles?id=10.1257/jel.53.3.631 cshalizi to:NB to_read statistics econometrics via:arsyed manski.charles_f. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:81cf90a2d0b7/ Oh, shit, git! 2018-08-13T13:29:01+00:00 https://ohshitgit.com/ cshalizigit version_control via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b81fee7e0f82/ Analyze and Create Elegant Directed Acyclic Graphs • ggdag 2018-08-09T18:28:25+00:00 https://ggdag.netlify.com/ cshalizi R graphical_models visual_display_of_quantitative_information via:arsyed to_teach:undergrad-ADA re:ADAfaEPoV https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3545bb27c7de/ [1805.12462] On GANs and GMMs 2018-06-08T02:41:27+00:00 https://arxiv.org/abs/1805.12462 cshalizi to:NB neural_networks mixture_models high-dimensional_statistics via:arsyed your_favorite_deep_neural_network_sucks color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d4f345e1de1d/ [1706.02744] Avoiding Discrimination through Causal Reasoning 2017-11-14T17:07:47+00:00 https://arxiv.org/abs/1706.02744 cshalizi to_read causality algorithmic_fairness prediction machine_learning janzing.dominik re:ADAfaEPoV via:arsyed to_teach:statistics_of_inequality_and_discrimination in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:25748940e755/ [1709.02012] On Fairness and Calibration 2017-09-10T15:13:00+00:00 https://arxiv.org/abs/1709.02012 cshalizi to_read calibration prediction classifiers kleinberg.jon via:arsyed algorithmic_fairness to_teach:statistics_of_inequality_and_discrimination in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9e16e63c8d3c/ Understanding deep learning requires rethinking generalization 2017-02-08T21:07:31+00:00 https://openreview.net/forum?id=Sy8gdB9xx cshalizi have_read neural_networks learning_theory statistics optimization to:blog via:arsyed in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cd3522739682/ [1510.07389] The Human Kernel 2016-01-06T17:47:03+00:00 http://arxiv.org/abs/1510.07389 cshalizi to:NB kernel_methods nonparametrics regression statistics via:arsyed cognitive_science https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d0697aea3b53/ The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World by Pedro Domingos - Powell's Books 2015-07-20T20:21:10+00:00 http://www.powells.com/biblio/9780465065707 cshalizi books:noted popular_science machine_learning domingos.pedro would_be_tagged_'to_be_shot_after_a_fair_trial'_if_it_were_by_almost_anyone_else via:arsyed in_wishlist https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f438b22a1b47/ IEEE Xplore Abstract - Control theoretic smoothing splines 2014-09-30T12:35:04+00:00 http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=895563&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D895563 cshalizi to:NB splines smoothing statistics via:arsyed control_theory_and_control_engineering https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ef5eafb2c67c/ A Traditional City Primer 2014-07-28T19:31:44+00:00 http://www.andrewalexanderprice.com/blog20131204.php cshalizi 500k, a huge metropolis by pre-modern standards) without transit sucks. Renaissance Florence --- a "traditional city" --- was counted very large at ~100k, or even ~70k, during its peak of prominence. This is smaller than a modern college town like Ann Arbor or Madison, and comparable to a resort town like Santa Fe. Show me this scaling up to even half a million and we'll talk.]]> cities urbanism design architecture via:arsyed have_read nostalgia via:arthegall https://pinboard.in/u:cshalizi/b:414298b353ce/ Probability in High Dimension 2014-07-09T13:26:22+00:00 https://www.princeton.edu/~rvan/ORF570.pdf cshalizi concentration_of_measure empirical_processes probability high-dimensional_probability learning_theory vc-dimension van_handel.ramon via:arsyed re:almost_none in_NB to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f6d6eb8bb7ee/ extrapolated art - Cambridge Machine Learning Group | Yarin Gal 2014-04-28T13:33:03+00:00 http://mlg.eng.cam.ac.uk/yarin/extrapolated-art.html cshalizi art machine_learning spatial_statistics via:arsyed to_teach:data-mining https://pinboard.in/ https://pinboard.in/u:cshalizi/b:10acc3611448/ Decision accuracy in complex environments is often maximized by small group sizes 2014-04-28T13:27:20+00:00 http://rspb.royalsocietypublishing.org/content/281/1784/20133305 cshalizi to:NB to_read decision-making collective_cognition social_life_of_the_mind via:arsyed re:democratic_cognition couzin.iain entableted https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8ec738acd6cd/ Principal Cumulant Component Analysis (Jason Morton, Lek-Heng Lim) [pdf] 2013-01-03T01:45:05+00:00 http://www.math.psu.edu/morton/publications/pcca.pdf cshalizi to:NB have_read statistics data_analysis cumulants via:arsyed principal_components to_teach:data-mining to_teach:undergrad-ADA dimension_reduction https://pinboard.in/u:cshalizi/b:a056b61da10e/ Patent Trolling Carnegie Mellon Wins What Could Be Largest Patent Verdict Ever: $1.2 Billion | Techdirt 2012-12-28T22:01:31+00:00 https://www.techdirt.com/articles/20121226/17582221493/patent-trolling-carnegie-mellon-wins-what-could-be-largest-patent-verdict-ever-12-billion.shtml cshalizi carnegie_mellon intellectual_property via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0bf6e788901c/ Trustworthy Online Controlled Experiments: Five Puzzling Outcomes Explained (Ron Kohavi) 2012-12-20T23:25:35+00:00 http://www.exp-platform.com/Pages/PuzzingOutcomesExplained.aspx cshalizi via:arsyed experimental_design user_interfaces statistics have_read https://pinboard.in/u:cshalizi/b:bf346eee551b/ Willpower - It’s in Your Head - NYTimes.com 2012-10-20T12:37:08+00:00 http://www.nytimes.com/2011/11/27/opinion/sunday/willpower-its-in-your-head.html cshalizi moral_psychology track_down_references dweck.carol experimental_psychology via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c1ffc97e39a0/ Visually weighted regression in R (à la Solomon Hsiang) 2012-08-30T14:38:52+00:00 http://www.nicebread.de/visually-weighted-regression-in-r-a-la-solomon-hsiang/ cshaliziregression statistics R visual_display_of_quantitative_information to_teach:undergrad-ADA via:arsyed https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2a202078fa0e/ HTTP Status Cats 2011-12-16T01:28:36+00:00 http://httpcats.herokuapp.com/ cshalizi funny:geeky lolcats web via:arsyed via:arthegall to:blog https://pinboard.in/u:cshalizi/b:0465674a2dc4/ Pankaj Mishra reviews ‘Civilisation’ by Niall Ferguson (LRB 3 November 2011) 2011-11-11T20:29:29+00:00 http://www.lrb.co.uk/v33/n21/pankaj-mishra/watch-this-man cshalizibook_reviews ferguson.niall imperialism world_history via:arsyed mishra.pankaj racist_idiocy gives_historians_a_bad_name utter_stupidity the_decline_of_the_west running_dogs_of_reaction evisceration https://pinboard.in/u:cshalizi/b:46b3cb2ec013/ The Fans Are All Right (Pinboard Blog) 2011-10-07T02:07:40+00:00 http://blog.pinboard.in/2011/10/the_fans_are_all_right/ cshalizi fandom social_life_of_the_mind social_media information_retrieval tagging pinboard via:arsyed to_teach:data-mining ok_maybe_not_really_to_teach delicious.com https://pinboard.in/ https://pinboard.in/u:cshalizi/b:aa9a7bc950f1/ The Great DNA Data Deficit: Are Genes for Disease a Mirage? (Jonathan Latham and Allison Wilson) 2010-12-13T23:40:47+00:00 http://www.bioscienceresource.org/commentaries/article.php?id=46 cshalizi genetics heritability human_genetics genomics re:g_paper via:arsyed link_left_as_a_reminder_to_self https://pinboard.in/u:cshalizi/b:619959d8532f/ Statistical inference based on divergence measures (Leandro Pardo Llorente) 2010-11-07T13:26:40+00:00 http://books.google.com/books?id=ziDGGIkhqlMC cshalizibooks:noted information_theory statistics via:arsyed https://pinboard.in/u:cshalizi/b:ee580df041dd/ Unit Testing in R: The Bare Minimum 2010-08-20T12:09:15+00:00 http://www.johnmyleswhite.com/notebook/2010/08/17/unit-testing-in-r-the-bare-minimum/ cshalizi via:arsyed programming R to_teach:data-mining to_teach:statcomp https://pinboard.in/u:cshalizi/b:3dadc605404d/ Donald Knuth: Calculus via O notation « Mathematics under the Microscope 2010-08-07T12:31:51+00:00 http://micromath.wordpress.com/2008/04/14/donald-knuth-calculus-via-o-notation/ cshalizi calculus teaching via:arsyed knuth.donald https://pinboard.in/u:cshalizi/b:4504ec4825f3/ Phantom of Heilbronn - Wikipedia, the free encyclopedia 2010-05-30T14:01:59+00:00 http://en.wikipedia.org/wiki/Phantom_of_Heilbronn cshalizi via:arsyed serial_killers to_teach:data-mining bad_data DNA_testing forensics wtf inference_to_latent_objects blogged https://pinboard.in/u:cshalizi/b:e7dbba5ca908/ The Goddess of Taliban Country 2010-05-07T16:11:14+00:00 http://www.globalpost.com/dispatch/pakistan/100219/taliban-pakistan-baluchistan?page=0,0 cshalizi baluchistan pakistan travelers'_tales via:arsyed https://pinboard.in/u:cshalizi/b:4ffda02a0cab/ Splendors and Miseries of Martingales 2010-04-24T16:23:24+00:00 http://www.emis.de/journals/JEHPS/juin2009.html cshalizi via:arsyed martingales stochastic_processes probability history_of_mathematics https://pinboard.in/u:cshalizi/b:a15f2aadbd7c/ LOGICOMIX - Homepage 2009-10-09T04:27:51+00:00 http://www.logicomix.com/en/ cshalizibooks:noted comics logic mathematics foundations_of_mathematics russell.bertrand via:arsyed philosophy history_of_mathematics books:owned https://pinboard.in/u:cshalizi/b:927f37f32218/