https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi 2026-05-19T15:46:33+00:00 https://doi.org/10.1108/FTCIT-09-2025-0149 cshalizi to_read information_theory learning_theory learning_under_dependence in_NB low-regret_learning online_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:eb2f88390f74/ 2022-12-09T20:08:14+00:00 https://hdsr.mitpress.mit.edu/pub/qixx99zn/release/1 cshalizi to:NB learning_theory online_learning low-regret_learning to_read tewari.ambuj learning_under_dependence dawid.a._philip stochastic_processes to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d8309e159972/ 2021-05-20T13:53:05+00:00 https://doi.org/10.1111/rssb.12425 cshalizi to:NB to_read ensemble_methods random_forests regression classifiers to_teach:data-mining online_learning statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:42bd56d40bd2/ 2021-05-12T18:27:24+00:00 https://arxiv.org/abs/2003.10409 cshalizi optimization online_learning in_NB high-dimensional_statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e393fddff281/ 2019-10-29T21:56:45+00:00 https://arxiv.org/abs/1909.05442 cshalizi to:NB non-stationarity time_series online_learning statistics re:growing_ensemble_project https://pinboard.in/ https://pinboard.in/u:cshalizi/b:20b6b272a1d4/ 2019-09-24T05:24:57+00:00 https://arxiv.org/abs/1909.07492 cshalizi to:NB dynamical_systems optimization online_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7dd2191b3db5/ 2019-09-15T17:21:31+00:00 https://arxiv.org/abs/1909.05207 cshalizi to:NB optimization convexity online_learning low-regret_learning hazan.elad https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8296f9fd7e3e/ 2019-09-10T16:37:08+00:00 https://arxiv.org/abs/1909.02187 cshalizi to:NB online_learning low-regret_learning re:growing_ensemble_project to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4d09227a4513/ 2019-05-29T19:56:48+00:00 https://arxiv.org/abs/1901.08082 cshalizi to:NB social_learning online_learning low-regret_learning learning_theory cesa-bianchi.nicolo monteleoni.claire to_read re:democratic_cognition https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9b0852a6a733/ 2017-04-27T17:27:07+00:00 http://onlinelibrary.wiley.com/doi/10.1111/jtsa.12237/abstract cshalizi time_series stochastic_approximation statistics online_learning markov_models state-space_models in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0b80a5c10fa1/ 2017-01-17T13:23:30+00:00 http://www.mitpressjournals.org/doi/abs/10.1162/NECO_a_00906 cshalizi to:NB online_learning density_estimation statistics reinforcement_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e05b3a828630/ 2016-12-01T20:13:09+00:00 http://onlinelibrary.wiley.com/doi/10.1111/jofi.12121/abstract cshalizi to:NB finance prediction time_series online_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:290a269e6015/ 2015-08-05T14:42:40+00:00 http://arxiv.org/abs/1507.02592 cshalizi to:NB learning_theory low-regret_learning grunwald.peter williamson.robert_c. reid.mark online_learning to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9a9575fa6302/ 2015-01-23T12:52:34+00:00 http://arxiv.org/abs/1409.0031 cshalizi network_data_analysis point_processes time_series online_learning statistics willett.rebecca_m. in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:657579f08ffc/ 2015-01-20T01:20:13+00:00 http://arxiv.org/abs/1407.3334 cshalizi to:NB information_theory statistics learning_theory online_learning hutter.marcus https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c4d013debd91/ 2014-02-20T00:56:00+00:00 http://arxiv.org/abs/1402.2594 cshalizi to:NB regression online_learning nonparametrics statistics rakhlin.alexander to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c2fb63c1b188/ 2013-09-03T13:21:35+00:00 http://arxiv.org/abs/1307.8187 cshalizi re:growing_ensemble_project online_learning low-regret_learning machine_learning learning_theory to_read schapire.robert_e. in_NB entableted https://pinboard.in/ https://pinboard.in/u:cshalizi/b:76c3b8b1ad09/ 2013-05-15T15:44:47+00:00 http://arxiv.org/abs/1305.2505 cshalizi relational_learning machine_learning learning_theory online_learning low-regret_learning to_read in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4d13d2a90b7f/ 2013-04-04T18:06:05+00:00 http://www.cas.mcmaster.ca/~gk/courses/Sarah/Incremental%20Clustering.pdf cshalizi to:NB clustering online_learning computational_complexity machine_learning information_retrieval to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ffcfdd7bc20f/ 2013-04-04T18:05:18+00:00 http://cseweb.ucsd.edu/~dasgupta/291/lec6.pdf cshalizito_read online_learning clustering machine_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:187eaebf31bf/ 2012-10-01T12:33:19+00:00 http://www.cs.ucla.edu/~jenn/papers/lmsrcomplexity.pdf cshalizi to_read computational_complexity economics via:nikete online_learning approximation in_NB re:in_soviet_union_optimization_problem_solves_you https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b7b0c2f61b15/ 2012-08-24T11:27:03+00:00 http://arxiv.org/abs/1208.3728 cshalizi online_learning learning_theory machine_learning time_series re:AoS_project rakhlin.alexander low-regret_learning in_NB heard_the_talk https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f9c66b95f97b/ 2012-08-15T16:03:13+00:00 http://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=13029 cshalizi machine_learning learning_theory statistics in_NB books:recommended kernel_methods regression classifiers online_learning grammar_induction dimension_reduction reinforcement_learning books:reviewed books:owned https://pinboard.in/ https://pinboard.in/u:cshalizi/b:66002e8be186/ 2012-07-10T10:31:56+00:00 http://arxiv.org/abs/1207.1965 cshalizi have_read individual_sequence_prediction online_learning mixture_models machine_learning prediction re:growing_ensemble_project in_NB to:blog https://pinboard.in/ https://pinboard.in/u:cshalizi/b:aeab63e18d74/ 2012-07-09T18:13:08+00:00 http://arxiv.org/abs/1206.6408 cshalizi regression online_learning statistics nonparametrics in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c8851921daf7/ 2012-06-23T13:54:42+00:00 http://arxiv.org/abs/1206.4633 cshalizi to:NB kernel_methods online_learning machine_learning optimization low-regret_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:804ac705229f/ 2012-06-23T13:45:07+00:00 http://arxiv.org/abs/1206.4604 cshalizi to_read re:growing_ensemble_project individual_sequence_prediction machine_learning time_series online_learning in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:8e7e455d30c4/ 2012-06-05T12:24:22+00:00 http://www-stat.wharton.upenn.edu/~rakhlin/courses/stat928/stat928_notes.pdf cshalizi to_read statistics machine_learning learning_theory optimization learning_in_games low-regret_learning individual_sequence_prediction regression classifiers empirical_processes ensemble_methods online_learning in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:92e251d24aeb/ 2012-05-08T12:37:20+00:00 http://www.cs.cmu.edu/~ggordon/calliess-gordon-aamas.pdf cshalizi online_learning economics markets_as_collective_calculating_devices re:knightian_uncertainty gordon.geoff to:NB low-regret_learning re:in_soviet_union_optimization_problem_solves_you https://pinboard.in/ https://pinboard.in/u:cshalizi/b:579ed235a9b9/ 2012-04-26T03:12:16+00:00 http://arxiv.org/abs/1204.5721 cshalizi to:NB individual_sequence_prediction online_learning bandit_problems re:knightian_uncertainty low-regret_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:631fe225f62c/ 2012-03-30T14:24:09+00:00 http://www.nowpublishers.com/product.aspx?product=MAL&doi=2200000018 cshalizi online_learning individual_sequence_prediction optimization learning_theory machine_learning learning_in_games low-regret_learning in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c9de70393195/ 2012-02-29T18:16:29+00:00 http://arxiv.org/abs/1202.3323 cshalizi online_learning to_read individual_sequence_prediction non-stationarity re:growing_ensemble_project in_NB low-regret_learning have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ade1de531f10/ 2012-02-15T15:53:34+00:00 http://arxiv.org/abs/0810.3023 cshalizi game_theory online_learning have_read in_NB halpern.joseph_y. re:knightian_uncertainty low-regret_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ec42f726a8be/ 2012-02-15T13:24:07+00:00 http://arxiv.org/abs/1202.3079 cshalizi online_learning decision_theory optimization re:growing_ensemble_project cesa-bianchi.nicolo kakade.sham bubeck.sebastien in_NB bandit_problems https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d3172d33e293/ 2012-02-05T18:57:40+00:00 http://jmlr.csail.mit.edu/papers/v9/warmuth08a.html cshalizi to:NB online_learning dimension_reduction machine_learning learning_theory warmuth.manfred principal_components low-regret_learning random_projections https://pinboard.in/ https://pinboard.in/u:cshalizi/b:53e62cb05d95/ 2011-12-23T21:22:29+00:00 http://www.princeton.edu/~sbubeck/BubeckLectureNotes.pdf cshalizi online_learning regression individual_sequence_prediction optimization machine_learning learning_theory via:mraginsky to_read to_teach:statcomp re:freshman_seminar_on_optimization in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:5b8e6bad6c1d/ 2011-12-06T21:58:47+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?isnumber=6094243&arnumber=6015553&tag=1 cshalizi to:NB online_learning filtering kernel_methods machine_learning cesa-bianchi.nicolo low-regret_learning https://pinboard.in/ https://pinboard.in/u:cshalizi/b:07e7db063157/ 2011-12-03T18:47:40+00:00 http://arxiv.org/abs/1112.0076 cshalizi to:NB online_learning financial_markets della_penna.nicholas bandit_problems https://pinboard.in/ https://pinboard.in/u:cshalizi/b:504c414c8369/ 2011-12-01T14:38:37+00:00 http://arxiv.org/abs/1111.6082 cshalizionline_learning optimization low-regret_learning in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0ac32e6e3a19/ 2011-10-31T01:35:45+00:00 http://arxiv.org/abs/1110.6416 cshalizi to_read re:growing_ensemble_project online_learning prediction grunwald.peter low-regret_learning in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:5a4a6e4a2df0/ 2011-08-17T13:30:39+00:00 http://arxiv.org/abs/1108.3154 cshalizistability_of_learning online_learning in_NB to_read learning_theory low-regret_learning https://pinboard.in/u:cshalizi/b:4aaade82738f/ 2011-07-21T13:19:32+00:00 http://arxiv.org/abs/1107.4080 cshalizi optimization learning_theory online_learning low-regret_learning https://pinboard.in/u:cshalizi/b:1a51f37e822f/ 2011-02-04T07:36:05+00:00 http://jmlr.csail.mit.edu/papers/v12/vyugin11a.html cshaliziindividual_sequence_prediction online_learning learning_theory re:growing_ensemble_project in_NB low-regret_learning https://pinboard.in/u:cshalizi/b:cd208d1b9202/ 2010-11-21T23:05:18+00:00 http://infostructuralist.wordpress.com/2010/11/05/divergence-in-everything-bounding-the-regret-in-online-optimization/ cshaliziinformation_theory individual_sequence_prediction online_learning raginsky.maxim have_read https://pinboard.in/u:cshalizi/b:d63f6e631541/ 2010-07-01T14:15:30+00:00 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1327806 cshalizi learning_theory large_deviations online_learning individual_sequence_prediction via:djm1107 re:your_favorite_dsge_sucks re:XV_for_mixing ensemble_methods have_read low-regret_learning https://pinboard.in/u:cshalizi/b:45e79ffb4005/ 2010-05-14T16:25:26+00:00 http://arxiv.org/abs/1005.2296 cshalizi learning_theory regression online_learning kernel_methods https://pinboard.in/u:cshalizi/b:9a3253ef1032/ 2009-10-27T04:26:29+00:00 http://people.ee.duke.edu/~willett/papers/raginsky_marcia_silva_willett_ISIT09.pdf cshalizi have_read statistics statistical_inference_for_stochastic_processes exponential_families information_theory prediction minimax optimization to:blog raginsky.maxim online_learning in_NB willett.rebecca_m. low-regret_learning https://pinboard.in/u:cshalizi/b:ccb45ba35efd/ 2009-01-01T21:11:16+00:00 http://arxiv.org/abs/0812.3973 cshalizi nonparametrics regression stochastic_approximation online_learning to_read to_teach:data-mining kernel_smoothing https://pinboard.in/u:cshalizi/b:3001f6797c78/ 2008-07-31T21:35:47+00:00 http://jmlr.csail.mit.edu/papers/v9/amit08a.html cshalizi machine_learning classifiers prediction online_learning to_read https://pinboard.in/u:cshalizi/b:529a0bd11e6a/