https://pinboard.in/u:Vaguery/public/ recent bookmarks from Vaguery 2026-07-04T13:14:28+00:00 https://arxiv.org/abs/1312.6055v3 Vaguery benchmarking operations-research unit-testing performance-measure rather-interesting metaheuristics neural-networks machine-learning to-write-about to-use https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ebbe888f0ef2/ 2026-05-26T20:05:20+00:00 https://arxiv.org/abs/2502.07192 Vaguery coupled-oscillators nonlinear-dynamics machine-learning neural-networks Hebbian-networks to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:77d9725b322e/ 2026-05-25T12:13:19+00:00 https://arxiv.org/abs/2504.07092 Vaguery image-processing image-segmentation machine-learning rather-interesting algorithms neural-networks image-analysis https://pinboard.in/ https://pinboard.in/u:Vaguery/b:090aa6203061/ 2026-05-24T17:10:27+00:00 https://arxiv.org/abs/2601.21766 Vaguery machine-learning representation continued-fractions rational-arithmetic rather-interesting neural-networks performance-measure https://pinboard.in/ https://pinboard.in/u:Vaguery/b:89915d1a6a54/ 2026-05-24T12:27:54+00:00 https://arxiv.org/abs/1208.0482 Vaguery artificial-life machine-learning complexology rather-interesting hey-I-know-this-guy theoretical-biology to-simulate consider:performance-measures coevolution https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b7f06f7b43d1/ 2026-05-24T12:09:35+00:00 https://arxiv.org/abs/2206.07391 Vaguery explanation rather-interesting machine-learning dimension-reduction algorithms performance-measure to-write-about to-do https://pinboard.in/ https://pinboard.in/u:Vaguery/b:50665668209e/ 2026-05-24T12:06:56+00:00 https://arxiv.org/abs/2302.06457 Vaguery probability-theory probabilistic-computing algorithms rather-interesting machine-learning engineering-design approximation to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:77469b3f11a6/ 2026-05-24T10:59:46+00:00 https://arxiv.org/abs/2410.04480 Vaguery ARC machine-learning genetic-programming neural-networks program-synthesis learning-from-data artificial-intelligence rather-interesting hey-I-know-this-guy https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5ba29e7a72c7/ 2026-05-24T10:49:45+00:00 https://arxiv.org/abs/2408.05395 Vaguery systems-biology molecular-machinery medicine medical-technology network-theory pharmaceutical machine-learning rather-interesting models-and-modes reaction-networks systems-thinking https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d028f0a81a52/ 2026-05-22T11:20:50+00:00 https://arxiv.org/abs/2502.12717 Vaguery machine-learning mathematical-programming combinatorics neural-networks formal-languages to-understand to-write-about group-theory rather-interesting feature-construction approximation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:062e950d111d/ 2026-04-26T12:32:02+00:00 https://www.science.org/doi/10.1126/science.adv7924 Vaguery structural-biology machine-learning bioinformatics indistinguishable-from-magic learning-from-data to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d94701a9a214/ 2026-02-21T20:35:23+00:00 https://arxiv.org/abs/2407.05991 Vaguery pattern-formation generative-models generative-art neural-networks rather-interesting cellular-automata image-generation machine-learning note:distance-metric consider:code https://pinboard.in/ https://pinboard.in/u:Vaguery/b:da851ce41a6f/ 2026-02-20T15:25:10+00:00 https://arxiv.org/abs/2203.01628 Vaguery time-series classification machine-learning algorithms rather-interesting to-understand benchmarking https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f60942d80779/ 2026-01-18T21:22:37+00:00 https://arxiv.org/abs/2507.10560 Vaguery neural-networks machine-learning define-your-terms activation-function toolkit to-write-about to-simulate consider:boolean-classifiers https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a7a0171c2fdf/ 2026-01-18T21:15:24+00:00 https://arxiv.org/abs/2512.23146 Vaguery machine-learning algorithms neural-networks representation rather-interesting nonlinear-dynamics collective-behavior to-understand consider:parameter-fitting consider:structure-learning biologically-inspired https://pinboard.in/ https://pinboard.in/u:Vaguery/b:85f0f61be13d/ 2025-08-22T12:52:30+00:00 https://arxiv.org/abs/2403.15297 Vaguery neural-networks representation formal-logic ontology to-understand consider:classic-AI consider:member-of-networks rationality machine-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:336f8efa870b/ 2025-08-17T14:00:02+00:00 https://machinelearning.apple.com/research/illusion-of-thinking Vaguery machine-learning Apple rather-interesting explanation artificial-intelligence-so-named validation verification to-write-about https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b1d6c19d8952/ 2025-07-24T11:17:41+00:00 https://link.springer.com/article/10.1007/s11047-025-10028-7 Vaguery operations-research packing genetic-programming rather-interesting deterministic-approximations approximation machine-learning to-write-about consider:heuristic-move https://pinboard.in/ https://pinboard.in/u:Vaguery/b:19868cd2a237/ 2025-05-27T22:45:41+00:00 https://arxiv.org/abs/2505.16217 Vaguery reinforcement-learning machine-learning metaheuristics to-understand consider:branching-processes consider:representation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e791c016042c/ 2025-05-27T22:44:00+00:00 https://www.pnas.org/doi/10.1073/pnas.0710743106 Vaguery machine-learning approximation algorithms rather-interesting computational-complexity to-understand mathematical-programming metaheuristics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d4e94025ab87/ 2025-05-27T22:36:11+00:00 https://www.nature.com/articles/s41467-021-25123-3 Vaguery machine-learning reinforcement-learning to-understand planning exploration https://pinboard.in/ https://pinboard.in/u:Vaguery/b:84dde20fc4fa/ 2025-05-01T12:49:00+00:00 https://arxiv.org/abs/2504.17963 Vaguery machine-learning continual-learning optimization memory rather-interesting to-understand to-write-about consider:symbolic-regression https://pinboard.in/ https://pinboard.in/u:Vaguery/b:641d7a964c27/ 2025-05-01T12:44:31+00:00 https://www.nature.com/articles/s41467-025-59288-y Vaguery symbolic-regression models-and-modes machine-learning rather-interesting reinvented-wheels to-understand metaheuristics reinforcement-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c682cbd2e528/ 2025-04-17T14:14:29+00:00 https://arxiv.org/abs/2210.02580 Vaguery machine-learning time-series algorithms rather-interesting data-analysis to-understand to-write-about consider:data-labeling consider:feature-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:96c4dc95518d/ 2025-04-16T22:29:20+00:00 https://arxiv.org/abs/2502.06871 Vaguery aesthetics machine-learning cooking rather-interesting neural-networks generative-models to-write-about to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ac546774254f/ 2025-04-16T22:26:45+00:00 https://arxiv.org/abs/2502.08021 Vaguery machine-learning validation training-vs-testing to-understand performance-measure hyperparameter-tuning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:7fe943a0ebd9/ 2025-04-16T13:33:06+00:00 https://arxiv.org/abs/2403.14139 Vaguery machine-learning classification explanation representation to-write-about to-understand consider:why-trees? https://pinboard.in/ https://pinboard.in/u:Vaguery/b:3546abbc98a1/ 2025-04-06T19:26:19+00:00 https://arxiv.org/abs/2410.08304 Vaguery nonlinear-dynamics machine-learning reinventing-the-wheel symbolic-regression but-not-quite numerical-methods rather-interesting to-replicate consider:representation consider:performance-measures neural-networks transformer-models https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b39ac4a5b24e/ 2025-04-05T22:00:36+00:00 https://arxiv.org/abs/2503.07811 Vaguery probability-theory optimal-transport causal-inference inference to-understand via:? modeling machine-learning numerical-methods https://pinboard.in/ https://pinboard.in/u:Vaguery/b:28573aa6a3a3/ 2024-12-28T14:18:34+00:00 https://arxiv.org/abs/2312.12899 Vaguery reservoir-computing neural-networks nonlinear-dynamics machine-learning indistinguishable-from-magic rather-interesting to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:bebdd58b8999/ 2024-12-21T16:31:28+00:00 https://arxiv.org/abs/2411.12304 Vaguery autopoiesis open-ended-evolution artificial-life machine-learning algorithms to-read to-understand philosophy-of-engineering https://pinboard.in/ https://pinboard.in/u:Vaguery/b:24353b147828/ 2024-11-01T19:07:32+00:00 https://arxiv.org/abs/2101.08348 Vaguery reservoir-computing machine-learning distributed-processing collective-intelligence nonlinear-dynamics to-understand to-write-about to-simulate consider:where-is-the-thing? https://pinboard.in/ https://pinboard.in/u:Vaguery/b:dfc2a5b93f80/ 2024-10-30T12:57:48+00:00 https://arxiv.org/abs/2106.09780 Vaguery reservoir-computing nonlinear-dynamics rather-interesting machine-learning to-understand to-write-about consider:symbolic-systems consider:language-models https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e8ec69648b00/ 2024-10-30T12:49:04+00:00 https://arxiv.org/abs/2304.13125 Vaguery nonlinear-dynamics reservoid-computing machine-learning remarkable-results to-understand to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b65825dec4e6/ 2024-10-30T12:44:28+00:00 https://arxiv.org/abs/2307.15092 Vaguery nonlinear-dynamics reservoir-computing neural-networks machine-learning biologically-inspired to-understand rather-interesting to-write-about review https://pinboard.in/ https://pinboard.in/u:Vaguery/b:f3ddd77750a4/ 2024-10-30T12:42:18+00:00 https://arxiv.org/abs/2401.09501 Vaguery reservoid-computing nonlinear-dynamics neural-networks rather-interesting to-write-about to-simulate machine-learning to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:c4b5225f808c/ 2024-10-30T12:39:59+00:00 https://arxiv.org/abs/2403.16933 Vaguery neural-networks backpropagation machine-learning yes-but-what-actually-happens rather-interesting nonlinear-dynamics systems-thinking locality biological-engineering to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8f8d06d46c7d/ 2024-10-30T12:32:39+00:00 https://arxiv.org/abs/2404.05259 Vaguery neural-networks cellular-automata learning-by-watching recurrent-networks nonlinear-dynamics approximation machine-learning to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:39d241f4a9a0/ 2024-10-13T22:14:58+00:00 https://arxiv.org/abs/2205.08954 Vaguery machine-learning interpretability define-your-terms rather-interesting the-oracle-is-always-correct-you-just-aren't-holding-it-right to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0478938f44cb/ 2024-09-23T20:23:40+00:00 https://www.mdpi.com/2071-1050/11/7/1991 Vaguery experimental-design adaptive-experiment sampling machine-learning evolutionary-algorithms rather-interesting consider:resampling? https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6baa85fab9ab/ 2024-09-21T14:05:02+00:00 https://arxiv.org/abs/2310.10692 Vaguery machine-learning mathematical-recreations natural-language-processing generative-models rather-interesting to-write-about consider:genetic-programming consider:performance-measures consider:ludics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:4444dfd877c3/ 2024-09-19T15:49:33+00:00 https://arxiv.org/abs/2406.11741 Vaguery neural-networks machine-learning learning-by-watching rather-interesting generative-models to-understand visualization purdy-pitchers https://pinboard.in/ https://pinboard.in/u:Vaguery/b:12a6f4f11b23/ 2024-09-19T15:37:19+00:00 https://arxiv.org/abs/2409.05746 Vaguery machine-learning neural-networks hallucination performance-measure rather-interesting statistics philosophy-of-engineering https://pinboard.in/ https://pinboard.in/u:Vaguery/b:ec90a32de8c2/ 2024-08-17T21:57:35+00:00 https://arxiv.org/abs/2404.07150 Vaguery machine-learning recurrent-networks nonlinear-dynamics reservoir-computing to-understand neural-networks https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0a416785cb98/ 2024-08-14T20:27:00+00:00 https://arxiv.org/abs/2309.03651 Vaguery machine-learning reinforcement-learning mazes-and-agents rather-interesting metaheuristics to-write-about consider:objectives interpretability https://pinboard.in/ https://pinboard.in/u:Vaguery/b:308e14a91323/ 2024-08-08T18:33:40+00:00 https://arxiv.org/abs/2204.11041 Vaguery machine-learning multitask-learning rather-interesting neural-networks image-processing forgetting to-understand consider:symbolic-regression anomaly-detection noise https://pinboard.in/ https://pinboard.in/u:Vaguery/b:23f2cee91736/ 2024-08-08T13:31:43+00:00 https://arxiv.org/abs/2109.04175 Vaguery operations-research machine-learning rather-interesting planning computational-geometry online-learning online-planning robotics death-machines https://pinboard.in/ https://pinboard.in/u:Vaguery/b:5b45c9fa4c7a/ 2024-08-06T14:25:33+00:00 https://arxiv.org/abs/2304.10521 Vaguery numerical-methods python library kernel-methods calculus machine-learning to-understand to-learn consider:constant-fitting https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0c3ef89e8233/ 2024-08-02T12:55:11+00:00 https://arxiv.org/abs/2405.06848 Vaguery symbolic-regression neural-networks machine-learning rather-interesting representation system-of-professions do-it-MIT-style to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:55871e2e6342/ 2024-08-02T11:26:47+00:00 https://arxiv.org/abs/2402.02705 Vaguery multitask-learning machine-learning rather-interesting generalization algorithms representation to-understand to-simulate consider:functional-models https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a37943ea4923/ 2024-08-02T01:19:43+00:00 https://arxiv.org/abs/2111.10722 Vaguery machine-learning discrepancy-theory approximation sampling really-very-interesting to-write-about consider:combinatorics consider:algorithmic-information-theory https://pinboard.in/ https://pinboard.in/u:Vaguery/b:b9864fa33c22/ 2024-08-01T11:52:56+00:00 https://arxiv.org/abs/2405.18029 Vaguery generative-art machine-learning image-processing rather-interesting who-watches-the-watchbeings? feature-selection https://pinboard.in/ https://pinboard.in/u:Vaguery/b:17ff7e674344/ 2024-07-21T15:46:36+00:00 https://arxiv.org/abs/2203.05482 Vaguery machine-learning collective-behavior rather-interesting algorithms to-understand to-write-about constant-fitting https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0e9d3e705931/ 2024-07-15T16:26:50+00:00 https://arxiv.org/abs/2407.04491 Vaguery machine-learning collective-intelligence performance-space-analysis neural-networks rather-interesting to-write-about consider:genetic-programming https://pinboard.in/ https://pinboard.in/u:Vaguery/b:96a77215eae2/ 2024-07-10T13:41:50+00:00 https://arxiv.org/abs/2107.08013 Vaguery materials-science learning-from-data genetic-programming symbolic-regression machine-learning rather-interesting clustering pattern-discovery https://pinboard.in/ https://pinboard.in/u:Vaguery/b:af6a41ae0e59/ 2024-07-03T10:07:18+00:00 https://arxiv.org/abs/2310.02227 Vaguery symbolic-regression when-you-have-a-hammer-everything-looks-like-a-neural machine-learning le-sigh https://pinboard.in/ https://pinboard.in/u:Vaguery/b:d40f6c99ed6c/ 2024-07-02T11:14:00+00:00 https://arxiv.org/abs/2405.17514 Vaguery program-synthesis machine-learning learning-by-watching to-write-about consider:genetic-programming consider:DSL-design https://pinboard.in/ https://pinboard.in/u:Vaguery/b:680f09767a6d/ 2024-07-02T10:47:48+00:00 https://arxiv.org/abs/2301.11919 Vaguery symbolic-regression constraint-satisfaction machine-learning rather-interesting expertise to-write-about consider:stacks https://pinboard.in/ https://pinboard.in/u:Vaguery/b:2d8fb2148fb4/ 2024-07-01T20:28:35+00:00 https://arxiv.org/abs/2202.04708 Vaguery symbolic-regression hey-I-know-this-guy genetic-programming horse-races stack-based-representations active-learning machine-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:971305a6cbcd/ 2024-05-25T13:09:39+00:00 https://arxiv.org/abs/1808.04962 Vaguery reservoir-computing neural-networks machine-learning physics! bucket-brains rather-interesting to-write-about to-try consider:formal-logic-linear-models https://pinboard.in/ https://pinboard.in/u:Vaguery/b:e2a880a81116/ 2024-04-15T11:50:44+00:00 https://www.youtube.com/watch?v=HGsQrD6pPGM Vaguery reservoi-computing machine-learning yes-but nonlinear-mapping rather-interesting to-understand bring-me-a-bucket https://pinboard.in/ https://pinboard.in/u:Vaguery/b:800c6da3cb69/ 2024-04-12T21:56:57+00:00 https://arxiv.org/abs/2208.14567 Vaguery kinematics linkage planar-mechanisms enumeration machine-learning rather-interesting prototype-based-learning to-write-about to-simulate https://pinboard.in/ https://pinboard.in/u:Vaguery/b:33ff658237fc/ 2023-10-10T10:29:53+00:00 https://arxiv.org/abs/2210.14707 Vaguery machine-learning rather-interesting probability-theory to-write-about to-understand consider:online-learning consider:triggers https://pinboard.in/ https://pinboard.in/u:Vaguery/b:a98225133e02/ 2023-09-30T12:46:11+00:00 https://arxiv.org/abs/2209.14440 Vaguery machine-learning probability-theory rather-interesting metrics distance numerical-methods approximation neural-networks consider:looking-to-see consider:representation https://pinboard.in/ https://pinboard.in/u:Vaguery/b:2550a216a21d/ 2023-08-06T12:53:30+00:00 https://arxiv.org/abs/2206.04739 Vaguery collective-intelligence machine-learning hypergraphs rather-interesting coevolution metaheuristics consider:population-structures contrastive-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6caae70677fb/ 2023-02-09T12:39:53+00:00 https://arxiv.org/abs/2202.09179 Vaguery image-processing representation rather-interesting patterns machine-learning clustering to-write-about to-visualize consider:nonlocality https://pinboard.in/ https://pinboard.in/u:Vaguery/b:8c6ec7deec3b/ 2023-02-07T12:58:57+00:00 https://arxiv.org/abs/2105.10541 Vaguery evolutionary-algorithms multiobjective-optimization machine-learning engineering-design rather-interesting performance-measure to-simulate consider:visualization optics https://pinboard.in/ https://pinboard.in/u:Vaguery/b:461cdf4aac8d/ 2022-10-04T10:50:33+00:00 https://arxiv.org/abs/2205.09438 Vaguery physics! quantums symbolic-regression proxy-models rather-interesting neural-networks machine-learning https://pinboard.in/ https://pinboard.in/u:Vaguery/b:6b6396cea45e/ 2022-09-05T12:11:15+00:00 https://arxiv.org/abs/1712.07897 Vaguery via:cshalizi operations-research machine-learning optimization algorithms nonconvex-problems review numerical-methods https://pinboard.in/ https://pinboard.in/u:Vaguery/b:0d6682608a03/ 2022-07-10T11:26:07+00:00 https://arxiv.org/abs/2202.00666 Vaguery generative-models natural-language-processing pragmatics rather-interesting multiobjective-optimization heuristics machine-learning to-understand https://pinboard.in/ https://pinboard.in/u:Vaguery/b:fd18d1632bfc/