Pinboard (cshalizi) https://pinboard.in/u:cshalizi/public/ recent bookmarks from cshalizi Volume 23 Issue 3-4 | Foundations and Trends in Communications and Information Theory | Emerald Publishing 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/ [math/0504472] Szemerédi's regularity lemma revisited 2026-04-08T02:30:02+00:00 https://arxiv.org/abs/math/0504472 cshalizi have_read tao.terence graph_theory information_theory probability coarse_graining sufficiency in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b71042d4baec/ [cond-mat/0102181] Regularities Unseen, Randomness Observed: Levels of Entropy Convergence 2026-03-02T18:38:10+00:00 https://arxiv.org/abs/cond-mat/0102181 cshalizi in_NB information_theory computational_mechanics prediction have_read heard_the_talk heard_the_talk_a_quarter_century_ago_in_fact kith_and_kin crutchfield.james_p. feldman.david_p. probability https://pinboard.in/ https://pinboard.in/u:cshalizi/b:90869a348890/ [2405.00126] A variational approach to sampling in diffusion processes 2025-04-23T16:00:56+00:00 https://arxiv.org/abs/2405.00126 cshalizi to_read stochastic_processes stochastic_differential_equations control_theory_and_control_engineering information_theory raginsky.maxim via:mraginsky to_teach:statistics_and_generative_ai in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:bb9efdd86c90/ Deep data density estimation through Donsker-Varadhan representation | Annals of Mathematics and Artificial Intelligence 2025-03-29T14:34:34+00:00 https://link.springer.com/article/10.1007/s10472-024-09943-9 cshalizi density_estimation information_theory optimization neural_networks in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f7f2b2cd009b/ now publishers - Generalization Bounds: Perspectives from Information Theory and PAC-Bayes 2025-03-20T13:04:53+00:00 https://www.nowpublishers.com/article/Details/MAL-112 cshalizi to:NB downloaded books:noted to_read learning_theory information_theory raginsky.maxim to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:72659330abf1/ now publishers - Universal Features for High-Dimensional Learning and Inference 2025-03-20T13:03:17+00:00 https://www.nowpublishers.com/article/Details/CIT-107 cshalizi to:NB information_theory pattern_discovery information_bottleneck principal_components low-dimensional_summaries information_geometry collaborative_filtering https://pinboard.in/ https://pinboard.in/u:cshalizi/b:62fffa70f391/ now publishers - A Toolbox for Refined Information-Theoretic Analyses 2025-03-20T13:02:28+00:00 https://www.nowpublishers.com/article/Details/CIT-142 cshalizi to:NB downloaded to_read information_theory books:noted https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ae8a1f9bfa89/ Information-Theoretic Diffusion | OpenReview 2025-03-10T14:39:50+00:00 https://openreview.net/forum?id=UvmDCdSPDOW cshalizi density_estimation information_theory neural_networks ver_steeg.greg tab_closure generative_diffusion_models in_NB have_read to_teach:statistics_and_generative_ai https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9889cc2216d2/ The Data Economy 2025-03-02T14:51:28+00:00 https://www.degruyter.com/document/doi/10.1515/9780691256740/html cshalizi to:NB economics macroeconomics finance econometrics information_theory books:noted https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c7f09031cfe2/ David Kinney & Tania Lombrozo, Building Compressed Causal Models of the World - PhilPapers 2024-12-11T19:55:08+00:00 https://philpapers.org/rec/KINBCC cshalizi to:NB cognitive_science graphical_models causality information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ebc6286ac206/ PRX Life 2, 033009 (2024) - Intrinsic Motivation in Dynamical Control Systems 2024-12-11T19:49:20+00:00 https://journals.aps.org/prxlife/abstract/10.1103/PRXLife.2.033009 cshalizi to:NB information_theory nemenman.ilya tishby.naftali polani.daniel freedom_as_self-control https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a53dde351dfb/ [2410.06224] The Fast Möbius Transform: An algebraic approach to information decomposition 2024-12-11T19:41:27+00:00 https://arxiv.org/abs/2410.06224 cshalizi to:NB information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:2f828f3a7111/ [2401.17377] Infini-gram: Scaling Unbounded n-gram Language Models to a Trillion Tokens 2024-07-17T15:10:18+00:00 https://arxiv.org/abs/2401.17377 cshalizi in_NB information_theory variable-length_markov_models_aka_context_trees large_language_models_(so_called) straight_into_my_veins have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:068875cb896c/ [2401.17505] Arrows of Time for Large Language Models 2024-07-17T15:08:29+00:00 https://arxiv.org/abs/2401.17505 cshalizi large_language_models_(so_called) information_theory in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:51cafbb6d2fb/ [2306.04050] LLMZip: Lossless Text Compression using Large Language Models 2024-07-17T15:01:25+00:00 https://arxiv.org/abs/2306.04050 cshalizi in_NB large_language_models_(so_called) information_theory entropy_estimation to_read re:large_language_models_in_statistical_perspective https://pinboard.in/ https://pinboard.in/u:cshalizi/b:f400f83de902/ From Information Theory to French Theory: Jakobson, Lévi-Strauss, and the Cybernetic Apparatus | Critical Inquiry: Vol 38, No 1 2024-06-15T20:40:18+00:00 https://www.journals.uchicago.edu/doi/10.1086/661645 cshalizi to_read cybernetics structuralism information_theory via:??? in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a39bfe5d6b24/ Phys. Rev. Lett. 128, 010401 (2022) - Eavesdropping on the Decohering Environment: Quantum Darwinism, Amplification, and the Origin of Objective Classical Reality 2024-05-14T15:15:23+00:00 https://journals.aps.org/prl/abstract/10.1103/PhysRevLett.128.010401 cshalizi information_theory quantum_mechanics decoherence via:? in_NB zurek.w.h. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:71c3fdd0e944/ [2402.07999] NetInfoF Framework: Measuring and Exploiting Network Usable Information 2024-03-12T01:33:46+00:00 https://arxiv.org/abs/2402.07999 cshalizi to:NB network_data_analysis classifiers entropy_estimation information_theory faloutsos.christos https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d6e3be34531e/ [2207.12382] On Confidence Sequences for Bounded Random Processes via Universal Gambling Strategies 2023-12-08T14:36:17+00:00 https://arxiv.org/abs/2207.12382 cshalizi to:NB prediction confidence_sets universal_prediction information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:01c7adc068b9/ [2305.11042] A unified framework for information-theoretic generalization bounds 2023-09-29T15:59:52+00:00 https://arxiv.org/abs/2305.11042 cshalizi in_NB learning_theory information_theory raginsky.maxim https://pinboard.in/ https://pinboard.in/u:cshalizi/b:89c7fa1175e6/ Phys. Rev. E 108, 014304 (2023) - Dynamical independence: Discovering emergent macroscopic processes in complex dynamical systems 2023-07-24T01:19:02+00:00 https://journals.aps.org/pre/abstract/10.1103/PhysRevE.108.014304 cshalizi complexity_measures information_theory via:rvenkat emergence macro_from_micro transfer_entropy in_NB have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ebde8153c608/ Optimizing Variational Representations of Divergences and Accelerating Their Statistical Estimation | IEEE Journals & Magazine | IEEE Xplore 2023-06-28T16:21:16+00:00 https://ieeexplore.ieee.org/document/9737725 cshalizi information_theory entropy_estimation in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:083cce09b1e2/ Teams, signaling, and information theory | IEEE Journals & Magazine | IEEE Xplore 2023-06-08T21:50:43+00:00 https://ieeexplore.ieee.org/abstract/document/1101710?casa_token=fmWVrk6dbi0AAAAA:TXo6urBwf2bD2CP9jPDGqaPGj03Zg50-inwRk3gb-z3C6RC8fZ3UcNaCJAWFU3nclfhj6uE cshalizi in_NB information_theory economics via:mraginsky collective_cognition have_read control_theory_and_control_engineering distributed_systems https://pinboard.in/ https://pinboard.in/u:cshalizi/b:cabb49a09007/ [2305.02960] Majorizing Measures, Codes, and Information 2023-05-06T22:44:46+00:00 https://arxiv.org/abs/2305.02960 cshalizi to_read empirical_processes information_theory raginsky.maxim in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:1d743b81e124/ [2302.05380] On the Interventional Kullback-Leibler Divergence 2023-05-02T21:15:08+00:00 https://arxiv.org/abs/2302.05380 cshalizi in_NB causal_inference information_theory via:rvenkat scholkopf.bernhard https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c5364517c43b/ Phys. Rev. A 33, 1134 (1986) - Independent coordinates for strange attractors from mutual information 2023-04-24T21:53:56+00:00 https://journals.aps.org/pra/abstract/10.1103/PhysRevA.33.1134 cshalizi have_read state-space_reconstruction dynamical_systems time_series information_theory fraser.andrew_m. swinney.harry_l. have_taught cleaning_out_the_filing_cabinet_for_the_first_time_since_2005 in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7c8c3564ea61/ Phys. Rev. E 62, 7508 (2000) - Measuring statistical dependence and coupling of subsystems 2023-04-24T21:35:17+00:00 https://journals.aps.org/pre/abstract/10.1103/PhysRevE.62.7508 cshalizi to:NB to_reread directed_information_and_transfer_entropy information_theory cleaning_out_the_filing_cabinet_for_the_first_time_since_2005 have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ecfc45894742/ [1102.0250] Information-Theoretic Viewpoints on Optimal Causal Coding-Decoding Problems 2023-04-22T02:05:50+00:00 https://arxiv.org/abs/1102.0250 cshalizi to:NB control_theory_and_control_engineering information_theory via:mraginsky coleman.todd_p. https://pinboard.in/ https://pinboard.in/u:cshalizi/b:a63bd2599b56/ Stochastic Control Optimal in the Kullback Sense 2023-04-22T01:19:34+00:00 https://dml.cz/bitstream/handle/10338.dmlcz/135833/Kybernetika_44-2008-1_5.pdf cshalizi to:NB control_theory_and_control_engineering information_theory via:mraginsky https://pinboard.in/ https://pinboard.in/u:cshalizi/b:0ab3127abfee/ [2302.09780] Compressing Tabular Data via Latent Variable Estimation 2023-03-18T13:59:36+00:00 https://arxiv.org/abs/2302.09780 cshalizi to:NB information_theory montanari.andrea https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ca96e7d369cd/ [2303.05369] Data-dependent Generalization Bounds via Variable-Size Compressibility 2023-03-18T13:51:32+00:00 https://arxiv.org/abs/2303.05369 cshalizi information_theory learning_theory to_read in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:09b32ab25cd5/ ChatGPT Is a Blurry JPEG of the Web | The New Yorker 2023-02-13T14:59:17+00:00 https://www.newyorker.com/tech/annals-of-technology/chatgpt-is-a-blurry-jpeg-of-the-web cshalizi information_theory large_language_models_(so_called) chiang.ted natural_language_processing have_read tracked_down_references in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:feb4fe7ee7ac/ [2212.13556] Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization 2023-01-18T03:11:36+00:00 https://arxiv.org/abs/2212.13556 cshalizi to:NB optimization information_theory learning_theory minimax https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c922f5bb9181/ Code: From Information Theory to French Theory 2023-01-17T05:10:01+00:00 https://www-degruyter-com.cmu.idm.oclc.org/document/doi/10.1515/9781478023630/html#overview cshalizi in_NB books:noted history_of_ideas information_theory cybernetics structuralism the_french_disease https://pinboard.in/ https://pinboard.in/u:cshalizi/b:75e147a7d9e2/ [2202.00666] Locally Typical Sampling 2023-01-17T02:27:30+00:00 https://arxiv.org/abs/2202.00666 cshalizi natural_language_processing stochastic_processes to_read information_theory in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:236279d2f53c/ [2202.04985] Generalization Bounds via Convex Analysis 2022-08-25T16:12:32+00:00 https://arxiv.org/abs/2202.04985 cshalizi to:NB learning_theory information_theory convexity to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:113aa8fd4ed1/ Data-Derived Weak Universal Consistency 2022-07-19T13:56:11+00:00 https://jmlr.org/papers/v23/20-644.html cshalizi in_NB learning_theory statistics information_theory to_read to_teach:childs_garden_of_statistical_learning_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:7ba350217b53/ The cost of information acquisition by natural selection | bioRxiv 2022-07-19T13:31:40+00:00 https://www.biorxiv.org/content/10.1101/2022.07.02.498577v1 cshalizi to:NB to_read information_theory evolutionary_biology low-regret_learning bergstrom.carl_t. re:do-institutions-evolve https://pinboard.in/ https://pinboard.in/u:cshalizi/b:db39fe1ff713/ [2206.02340] Minimizing the Expected Posterior Entropy Yields Optimal Summary Statistics 2022-07-02T14:15:13+00:00 https://arxiv.org/abs/2206.02340 cshalizi to:NB information_theory approximate_bayesian_computation https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6fda8722f915/ [2203.08089] On Suspicious Coincidences and Pointwise Mutual Information 2022-06-15T18:56:22+00:00 https://arxiv.org/abs/2203.08089 cshalizi to:NB likelihood hypothesis_testing information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:1a4b2498b6a5/ [2206.04640] Regret Bounds for Information-Directed Reinforcement Learning 2022-06-10T14:13:21+00:00 https://arxiv.org/abs/2206.04640 cshalizi to:NB reinforcement_learning low-regret_learning information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b9eba2acd75f/ [2206.02072] Deciding What to Model: Value-Equivalent Sampling for Reinforcement Learning 2022-06-09T08:28:12+00:00 https://arxiv.org/abs/2206.02072 cshalizi to:NB reinforcement_learning information_theory van_roy.benjamin misspecification https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6d4a69c92fca/ [2206.02025] Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning 2022-06-09T08:27:21+00:00 https://arxiv.org/abs/2206.02025 cshalizi to:NB reinforcement_learning information_theory misspecification van_roy.benjamin https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b5af81210f25/ [2205.15227] Geometrical approach to excess/housekeeping entropy production in discrete systems 2022-06-09T08:26:41+00:00 https://arxiv.org/abs/2205.15227 cshalizi to:NB statistical_mechanics stochastic_processes information_theory non-equilibrium https://pinboard.in/ https://pinboard.in/u:cshalizi/b:dc284accc571/ [2112.14721] Decomposing the local arrow of time in interacting systems 2022-06-09T08:22:44+00:00 https://arxiv.org/abs/2112.14721 cshalizi to:NB information_theory entropy stochastic_processes non-equilibrium bialek.william https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3abdcc7647cd/ [2203.01916] Emergence of local irreversibility in complex interacting systems 2022-06-09T08:21:40+00:00 https://arxiv.org/abs/2203.01916 cshalizi to:NB information_theory entropy stochastic_processes bialek.william non-equilibrium https://pinboard.in/ https://pinboard.in/u:cshalizi/b:eadd1135d83f/ [2206.02765] Communication-constrained hypothesis testing: Optimality, robustness, and reverse data processing inequalities 2022-06-07T14:18:20+00:00 https://arxiv.org/abs/2206.02765 cshalizi to:NB hypothesis_testing information_theory distributed_systems via:mraginsky https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d72c10f5aae3/ [2108.03099] Causal Inference Theory with Information Dependency Models 2022-06-06T12:55:51+00:00 https://arxiv.org/abs/2108.03099 cshalizi to:NB causality graphical_models information_theory color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:ffb707aff322/ Integrated information as a common signature of dynamical and information-processing complexity: Chaos: An Interdisciplinary Journal of Nonlinear Science: Vol 32, No 1 2022-04-13T02:24:37+00:00 https://aip.scitation.org/doi/10.1063/5.0063384 cshalizi to:NB information_theory complexity_measures color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e3b4a49d658c/ Data-Derived Weak Universal Consistency 2022-03-27T15:54:29+00:00 https://www.jmlr.org/papers/v23/20-644.html cshalizi to:NB learning_theory information_theory to_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c0172f9b465c/ Anta Javier, Historical and Conceptual Foundations of Information Physics - PhilPapers 2022-01-19T14:53:25+00:00 https://philpapers.org/rec/JAVHAC cshalizi philosophy_of_science information_theory entropy physics_of_information thermodynamics in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9580bf8064ea/ A Philosopher against the Bandwagon. Carnap and the Informationalization of Thermal Physics | HOPOS: The Journal of the International Society for the History of Philosophy of Science: Vol 0, No ja 2022-01-19T14:47:05+00:00 https://www.journals.uchicago.edu/doi/abs/10.1086/718416 cshalizi to_read carnap.rudolf entropy information_theory thermodynamics physics_of_information re:backwards_arrow_of_time in_NB https://pinboard.in/ https://pinboard.in/u:cshalizi/b:49fb54d404b5/ Information and Experimental Knowledge, Mattingly 2022-01-08T21:09:12+00:00 https://press.uchicago.edu/ucp/books/book/chicago/I/bo113686763 cshalizi to:NB books:noted philosophy_of_science experiments information_theory books:in_library downloaded https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3151da38adf5/ [1508.01167] The Divergence Index: A Decomposable Measure of Segregation and Inequality 2021-10-20T14:58:42+00:00 https://arxiv.org/abs/1508.01167 cshalizi to:NB have_read information_theory segregation social_measurement to_teach:statistics_of_inequality_and_discrimination https://pinboard.in/ https://pinboard.in/u:cshalizi/b:441c6a09d64b/ [2110.01584] Information-theoretic generalization bounds for black-box learning algorithms 2021-10-11T02:10:53+00:00 https://arxiv.org/abs/2110.01584 cshalizi information_theory learning_theory raginsky.maxim ver_steeg.greg galstyan.aram have_read to_teach:childs_garden_of_statistical_learning_theory in_NB to:blog https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e9ad543352fe/ Sources of predictive information in dynamical neural networks | Scientific Reports 2021-07-26T14:39:03+00:00 https://www.nature.com/articles/s41598-020-73380-x cshalizi to:NB prediction information_theory color_me_skeptical via:vaguery https://pinboard.in/ https://pinboard.in/u:cshalizi/b:d6fce5786969/ Is Diversity "Segregation"? - Market Urbanism 2021-07-14T15:30:24+00:00 https://marketurbanism.com/2021/07/05/is-diversity-segregation/ cshaliziinformation_theory cities social_measurement racism to_teach:statistics_of_inequality_and_discrimination track_down_references have_read segregation https://pinboard.in/ https://pinboard.in/u:cshalizi/b:6ce7c57c8e0b/ [2102.05802] Fisher Information and Mutual Information Constraints 2021-07-12T14:50:43+00:00 https://arxiv.org/abs/2102.05802 cshalizi to:NB information_theory estimation minimax re:HEAS statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:172027cea48f/ [2102.09584] Entropy under disintegrations 2021-07-12T14:49:23+00:00 https://arxiv.org/abs/2102.09584 cshalizi to:NB information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:da13eb843581/ Information-Theoretic Causal Discovery 2021-07-11T16:48:01+00:00 https://publikationen.sulb.uni-saarland.de/bitstream/20.500.11880/31480/1/dissertation-marx.pdf cshalizi to:NB causal_discovery information_theory entropy_estimation statistics https://pinboard.in/ https://pinboard.in/u:cshalizi/b:b23d42380320/ [2107.03789] How to measure things 2021-07-09T14:29:29+00:00 https://arxiv.org/abs/2107.03789 cshalizi to:NB information_theory measurement color_me_skeptical https://pinboard.in/ https://pinboard.in/u:cshalizi/b:da5e6b8fd589/ [2106.06511] Dynamical independence: discovering emergent macroscopic processes in complex dynamical systems 2021-06-18T16:55:43+00:00 https://arxiv.org/abs/2106.06511 cshalizi to:NB to_read emergence macro_from_micro information_theory via:cris_moore abstraction https://pinboard.in/ https://pinboard.in/u:cshalizi/b:4229df5da19b/ [2106.01645] Rényi Divergence in General Hidden Markov Models 2021-06-07T03:55:45+00:00 https://arxiv.org/abs/2106.01645 cshalizi to:NB stochastic_processes markov_models state-space_models information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:acea15a6abd1/ Optimal Bounds between f-Divergences and Integral Probability Metrics 2021-06-07T02:50:08+00:00 https://jmlr.org/papers/v22/20-867.html cshalizi to:NB information_theory probability https://pinboard.in/ https://pinboard.in/u:cshalizi/b:730147524cb5/ Causality, Feedback and Directed Information (Massey, 1990) 2021-06-01T20:59:38+00:00 http://www.isiweb.ee.ethz.ch/papers/arch/mass-1990-1.pdf cshalizi in_NB directed_information_and_transfer_entropy information_theory have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:e70009f7024c/ [nlin/0001042] Measuring Information Transfer 2021-06-01T20:58:42+00:00 https://arxiv.org/abs/nlin/0001042 cshalizi in_NB have_read directed_information_and_transfer_entropy schreiber.thomas information_theory https://pinboard.in/ https://pinboard.in/u:cshalizi/b:9ec80722a0e0/ The Bidirectional Communication Theory - A Generalization of Information Theory (Marko, 1973) 2021-06-01T20:57:20+00:00 https://ieeexplore.ieee.org/abstract/document/1091610?casa_token=7_0gluYlO2gAAAAA:PYxZ1NlWfA5CZSUG89-Q_sjSrNYlYJNtc4FwlrSJFVdfag2cDPhcEzaP_IYq8MZcnfRjRb0 cshalizi in_NB directed_information_and_transfer_entropy information_theory have_read https://pinboard.in/ https://pinboard.in/u:cshalizi/b:c824d75e33e5/ [2105.11940] Response and flux of information in extended non-equilibrium dynamics 2021-05-26T15:53:50+00:00 https://arxiv.org/abs/2105.11940 cshalizi to:NB information_theory non-equilibrium statistical_mechanics directed_information_and_transfer_entropy vulpiani.angelo information_flow https://pinboard.in/ https://pinboard.in/u:cshalizi/b:23117255ee93/ Phys. Rev. E 103, 052408 (2021) - Mechanisms underlying vaccination protocols that may optimally elicit broadly neutralizing antibodies against highly mutable pathogens 2021-05-18T20:00:30+00:00 https://journals.aps.org/pre/abstract/10.1103/PhysRevE.103.052408 cshalizi to:NB evolutionary_biology immunology information_theory re:fitness_sampling https://pinboard.in/ https://pinboard.in/u:cshalizi/b:3939038e9753/