{"url":"/task/graphon-estimation","name":"Graphon Estimation","slug":"graphon-estimation","description_markdown":null,"categories":[{"name":"Graphs","url":"/area/graphs"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":21,"papers_with_code":5,"benchmarks":0,"benchmark_tables_in_archive":0,"benchmark_tables_shown":0,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":1,"subtasks":0,"parent_tasks":0},"benchmarks":[],"datasets":[{"url":"/dataset/netzschleuder","name":"Netzschleuder","full_name":"network catalogue, repository and centrifuge","num_papers_in_archive":5}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":5,"of":5,"tagged_in_all":21,"items":[{"url":"/paper/joint-network-topology-inference-via-a-shared","title":"Joint Network Topology Inference via a Shared Graphon Model","date":"2022-09-17","arxiv_id":"2209.08223","repositories_listed":1,"syntology":null},{"url":"/paper/graphon-aided-joint-estimation-of-multiple","title":"Graphon-aided Joint Estimation of Multiple Graphs","date":"2022-02-11","arxiv_id":"2202.05686","repositories_listed":1,"syntology":null},{"url":"/paper/190600494","title":"Graphon Estimation from Partially Observed Network Data","date":"2019-06-02","arxiv_id":"1906.00494","repositories_listed":1,"syntology":null},{"url":"/paper/estimating-network-edge-probabilities-by","title":"Estimating network edge probabilities by neighborhood smoothing","date":"2015-09-29","arxiv_id":"1509.08588","repositories_listed":1,"syntology":null},{"url":"/paper/on-semidefinite-relaxations-for-the-block","title":"On semidefinite relaxations for the block model","date":"2014-06-21","arxiv_id":"1406.5647","repositories_listed":1,"syntology":null}],"syntology_records":0,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}