Pinboard (cshalizi) https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi Learning models with uniform performance via distributionally robust optimization 2021-08-09T16:24:20+00:00 https://projecteuclid.org/journals/annals-of-statistics/volume-49/issue-3/Learning-models-with-uniform-performance-via-distributionally-robust-optimization/10.1214/20-AOS2004.short cshalizi to:NB optimization statistics prediction learning_theory non-stationarity robustness re:codename:one_law_for_the_lion_and_ox_is_oppression https://pinboard.in/ https://pinboard.in/u:cshalizi/b:064040e8a17c/ [2103.04668] The distance backbone of complex networks 2021-05-14T01:54:54+00:00 https://arxiv.org/abs/2103.04668 cshalizi to:NB network_data_analysis robustness graph_theory rocha.luis_m. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:112f46a8d854/ [2105.03067] The $r$-value: evaluating stability with respect to distributional shifts 2021-05-10T22:50:22+00:00 https://arxiv.org/abs/2105.03067 cshalizi to:NB information_theory robustness statistics misspecification sensitivity_analysis https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c7ec017eda3a/ [2101.06309] Fundamental Tradeoffs in Distributionally Adversarial Training 2021-01-19T18:33:29+00:00 https://arxiv.org/abs/2101.06309 cshalizi to:NB statistics misspecification regression classifiers adversarial_examples robustness color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b9c81909cdee/ [1905.04281] Robust high dimensional learning for Lipschitz and convex losses 2021-01-07T21:44:49+00:00 https://arxiv.org/abs/1905.04281 cshalizi to:NB learning_theory high-dimensional_statistics robustness https://pinboard.in/ https://pinboard.in/u:cshalizi/b:fb2d3a9d111f/ [2012.02914] Robustness on Networks 2020-12-10T05:44:21+00:00 https://arxiv.org/abs/2012.02914 cshalizi to:NB network_data_analysis graphons robustness wolfe.patrick https://pinboard.in/ https://pinboard.in/u:cshalizi/b:df8016a5aee8/ [2011.14999] An Automatic Finite-Sample Robustness Metric: Can Dropping a Little Data Change Conclusions? 2020-12-03T16:13:23+00:00 https://arxiv.org/abs/2011.14999 cshalizi to:NB statistics robustness estimation to_read linear_regression to_teach:linear_models to_teach:undergrad-ADA https://pinboard.in/ https://pinboard.in/u:cshalizi/b:bc72bd101639/ [2011.10529] Computation capacities of a broad class of signaling networks are higher than their communication capacities 2020-11-23T17:36:13+00:00 https://arxiv.org/abs/2011.10529 cshalizi to:NB biochemical_networks robustness information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b29e3e6e4e29/ Network Effects on the Robustness of Dynamic Systems | Annual Review of Control, Robotics, and Autonomous Systems 2020-11-18T22:45:23+00:00 https://www.annualreviews.org/doi/abs/10.1146/annurev-control-091219-012549 cshalizi to:NB networks dynamical_systems control_theory_and_control_engineering robustness https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4debb7827817/ [2003.00688] Out-of-Distribution Generalization via Risk Extrapolation (REx) 2020-04-14T17:30:51+00:00 https://arxiv.org/abs/2003.00688 cshalizi to:NB learning_theory robustness non-stationarity to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c60178e00afd/ [1908.05659] Distributionally Robust Optimization: A Review 2019-08-17T14:27:41+00:00 https://arxiv.org/abs/1908.05659 cshalizi to:NB optimization robustness probability https://pinboard.in/ https://pinboard.in/u:cshalizi/b:956ba641a373/ [1402.6118] Approximate Models and Robust Decisions 2014-03-08T22:28:11+00:00 http://arxiv.org/abs/1402.6118 cshalizi to:NB robustness misspecification decision_theory statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e2ba3b28fa4a/ [1206.4628] Robust PCA in High-dimension: A Deterministic Approach 2012-06-23T13:51:59+00:00 http://arxiv.org/abs/1206.4628 cshalizi to:NB statistics principal_components high-dimensional_statistics robustness https://pinboard.in/ https://pinboard.in/u:cshalizi/b:354f23a07d65/ Model Selection in Kernel Based Regression using the Influence Function 2012-02-05T18:55:13+00:00 http://jmlr.csail.mit.edu/papers/v9/debruyne08a.html cshalizi statistics regression kernel_estimators model_selection robustness nonparametrics cross-validation in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:466119481505/ Abandoned Footnotes: Epistemic Arguments for Conservatism IV.5: An Addendum on Resilience 2010-11-25T14:20:41+00:00 http://abandonedfootnotes.blogspot.com/2010/11/epistemic-arguments-for-conservatism_25.html cshaliziconservatism institutions robustness social_life_of_the_mind https://pinboard.in/u:cshalizi/b:5fd2835c2116/ Abandoned Footnotes: Epistemic Arguments for Conservatism IV: The Resilience Argument and the “Not Dead Yet” Criterion 2010-11-24T23:05:31+00:00 http://abandonedfootnotes.blogspot.com/2010/11/epistemic-arguments-for-conservatism-iv.html cshaliziconservatism social_life_of_the_mind institutions robustness https://pinboard.in/u:cshalizi/b:da17002e1417/ Huber: On the Non-Optimality of Optimal Procedures 2009-12-31T18:28:36+00:00 http://projecteuclid.org/DPubS?service=UI&version=1.0&verb=Display&handle=euclid.lnms/1249305323 cshalizistatistics optimization methodological_advice robustness have_read huber.peter robust_statistics https://pinboard.in/u:cshalizi/b:327566a2d2fb/ [0804.4714] Network Structure and Dynamics, and Emergence of Robustness by 2008-05-02T14:38:51+00:00 http://arxiv.org/abs/0804.4714 cshaliziartificial_life nk_networks evolution robustness https://pinboard.in/u:cshalizi/b:15b832e4add0/ On the Optimality of Coarse Behavior Rules (Bookstaber and Langsam, 1985) 2008-04-30T21:26:04+00:00 http://bookstaber.com/rick/OnTheOptimalityOfCoarseBehavior.pdf cshalizidecision-making bounded_rationality decision_theory robustness adaptive_behavior bookstaber.richard https://pinboard.in/u:cshalizi/b:f772b7988930/ [0710.4269] Shape, size and robustness: feasible regions in the parameter space of biochemical networks 2007-11-09T15:06:37+00:00 http://arxiv.org/abs/0710.4269 cshalizibiochemical_networks in_NB robustness https://pinboard.in/u:cshalizi/b:362d13333440/