{"about":{"non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","site":"https://codewithpapers.app","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page","syntology":{"site":"https://syntology.ai","developers":"https://syntology.ai/developers","mcp":{"server":"https://syntology.ai/mcp","transport":"streamable-http","server_card":"https://syntology.ai/.well-known/mcp/server-card.json","auth":{"type":"trial token, no account","trial_token":"https://syntology.ai/api/oauth/trial/token","method":"POST","docs":"https://syntology.ai/developers"}},"have":"https://syntology.ai/api/graph/have?x=<method, arXiv id or title> (free, answers coverage only)","paper_base":"https://syntology.ai/paper/","atlas_base":"https://app.syntology.ai/?focus="},"machine_readable":[{"url":"https://codewithpapers.app/llms.txt","what":"the machine catalog: every machine-readable file, counted"},{"url":"https://codewithpapers.app/index/manifest.json","what":"paper-to-code index by arXiv id, with Syntology's counts"},{"url":"https://codewithpapers.app/search/manifest.json","what":"site search index (titles, authors) and its files"},{"url":"https://codewithpapers.app/download","what":"bulk files: Syntology's layer, described there"},{"url":"https://codewithpapers.app/build_manifest.json","what":"the build record: inputs, counts, exclusions, probes"}]},"url":"/task/sensitivity/papers/21","list_of":"/task/sensitivity","task":"Sensitivity","archive":{"snapshot":"2025-07-28"},"key_notes":{"n_ran_checked":"legacy name, kept unchanged so existing readers do not break: it counts the samples that ran with no instrument failure (honoured, violated, and ran with no contract checked); it does not mean a contract was checked, and the pages print it as 'K with no instrument failure', not 'K checked'","n_constructed":"a sub-count of the samples that ran, never subtracted from them and never a failure: an executed sample whose run returned an instance of its own class (fixture_out_type equals the entry name): the run built an object and did not compute a result (Syntology's RAN record, counts.constructed)"},"syntology_read_at":"2026-09-28T10:30:06+00:00","order":"archive","order_definition":"repositories listed in the archive (most first), then date (newest first), then slug","page":21,"pages_in_order":21,"rows_per_page":100,"rows":[2001,2016],"of":2016,"counts":{"archive_papers_tagged":2016,"with_a_code_link":505,"where_syntology_ran_a_sample":100,"not_listed_spam_title":0,"listed":2016,"listed_where_code_ran":100,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":77,"every_run_a_failure_of_syntologys_instrument":23,"listed_with_a_run_with_no_instrument_failure":77,"listed_every_run_a_failure_of_syntologys_instrument":23,"filter":{"states":["a run with no instrument failure","any run, instrument failures included"],"default":"a run with no instrument failure","note":"on the 'only where code ran' pages the default hides, in the browser, the rows where every run was a failure of Syntology's instrument; the second state shows them again. Rows are hidden, never re-ordered; these twins list every row"}},"definition":"distinct papers the archive tags; 'where Syntology ran a sample' counts papers with at least one harvested sample that ran, which is not a correctness claim"},"first_page":"/task/sensitivity","prev":"/task/sensitivity/papers/20","next":null,"papers":[{"url":null,"slug":"automated-polyp-detection-in-colon-capsule","title":"Automated polyp detection in colon capsule endoscopy","date":"2013-05-08","arxiv_id":"1305.1912","repositories_listed":0,"syntology":null},{"url":null,"slug":"an-improved-em-algorithm","title":"An Improved EM algorithm","date":"2013-05-03","arxiv_id":"1305.0626","repositories_listed":0,"syntology":null},{"url":null,"slug":"integration-of-spatio-temporal-contrast","title":"Integration of spatio-temporal contrast sensitivity with a multi-slice channelized Hotelling observer","date":"2013-04-04","arxiv_id":"1304.1419","repositories_listed":0,"syntology":null},{"url":null,"slug":"a-sensitivity-analysis-of-pathfinder","title":"A Sensitivity Analysis of Pathfinder","date":"2013-03-27","arxiv_id":"1304.1106","repositories_listed":0,"syntology":null},{"url":null,"slug":"interval-influence-diagrams","title":"Interval Influence Diagrams","date":"2013-03-27","arxiv_id":"1304.1503","repositories_listed":0,"syntology":null},{"url":null,"slug":"practical-issues-in-constructing-a-bayes","title":"Practical Issues in Constructing a Bayes' Belief Network","date":"2013-03-27","arxiv_id":"1304.2725","repositories_listed":0,"syntology":null},{"url":null,"slug":"stochastic-sensitivity-analysis-using-fuzzy","title":"Stochastic Sensitivity Analysis Using Fuzzy Influence Diagrams","date":"2013-03-27","arxiv_id":"1304.2359","repositories_listed":0,"syntology":null},{"url":null,"slug":"diagnosis-of-multiple-faults-a-sensitivity","title":"Diagnosis of Multiple Faults: A Sensitivity Analysis","date":"2013-03-06","arxiv_id":"1303.1463","repositories_listed":0,"syntology":null},{"url":null,"slug":"robustness-and-risk-sensitivity-in-markov","title":"Robustness and risk-sensitivity in Markov decision processes","date":"2012-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"composite-multiclass-losses","title":"Composite Multiclass Losses","date":"2011-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"on-identifying-significant-edges-in-graphical","title":"On Identifying Significant Edges in Graphical Models of Molecular Networks","date":"2011-04-05","arxiv_id":"1104.0896","repositories_listed":0,"syntology":null},{"url":null,"slug":"sensitivity-analysis-in-hmms-with-application","title":"Sensitivity analysis in HMMs with application to likelihood maximization","date":"2009-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"particle-filter-based-policy-gradient-in","title":"Particle Filter-based Policy Gradient in POMDPs","date":"2008-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"privacy-preserving-logistic-regression","title":"Privacy-preserving logistic regression","date":"2008-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"relative-margin-machines","title":"Relative Margin Machines","date":"2008-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"automatic-differentiation-as-a-tool-in","title":"Automatic differentiation as a tool in engineering design","date":"1995-04-01","arxiv_id":null,"repositories_listed":0,"syntology":null}],"record_sha256":"8f152a7c7c4b8a414132c9f270f6f69aa5a1d0acc1a10678d7b620d961083926","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}