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arXiv recent cs.LG submissions (extract, 2026-10-29)

Source: https://export.arxiv.org/api/query?search_query=cat:cs.LG&start=0&max_results=10 (arXiv API export). Extracted at 2026-10-29T134113ZZ (agent wall-clock) by ledger.

arxiv_id title authors published summary
2012.12056v1 Data\ Assimilation\ in\ the\ Latent\ Space\ of\ a\ Neural\ Network Maddalena\ Amendola;\ Rossella\ Arcucci;\ Laetitia\ Mottet;\ Cesar\ Quilodran\ Casas;\ Shiwei\ Fan;\ Christopher\ Pain;\ Paul\ Linden;\ Yi-Ke\ Guo 2020-12-22T14:43:50Z There\ is\ an\ urgent\ need\ to\ build\ models\ to\ tackle\ Indoor\ Air\ Quality\ issue.\ Since\ the\ model\ should\ be\ accurate\ and\ fast,
2012.11638v1 Unsupervised\ in-distribution\ anomaly\ detection\ of\ new\ physics\ through\ conditional\ density\ estimation George\ Stein;\ Uros\ Seljak;\ Biwei\ Dai 2020-12-21T19:05:22Z Anomaly\ detection\ is\ a\ key\ application\ of\ machine\ learning,\ but\ is\ generally\ focused\ on\ the\ detection\ of\ outlying\ sample
2012.11510v1 Design\ Rule\ Checking\ with\ a\ CNN\ Based\ Feature\ Extractor Luis\ Francisco;\ Tanmay\ Lagare;\ Arpit\ Jain;\ Somal\ Chaudhary;\ Madhura\ Kulkarni;\ Divya\ Sardana;\ W.\ Rhett\ Davis;\ Paul\ Franzon 2020-12-21T17:26:31Z Design\ rule\ checking\ (DRC)\ is\ getting\ increasingly\ complex\ in\ advanced\ nodes\ technologies.\ It\ would\ be\ highly\ desirable\
2012.11400v2 Unifying\ Homophily\ and\ Heterophily\ Network\ Transformation\ via\ Motifs Yan\ Ge;\ Jun\ Ma;\ Li\ Zhang;\ Haiping\ Lu 2020-12-21T15:03:18Z Higher-order\ proximity\ (HOP)\ is\ fundamental\ for\ most\ network\ embedding\ methods\ due\ to\ its\ significant\ effects\ on\ the\ qua
2012.10056v1 Transfer\ Learning\ Based\ Automatic\ Model\ Creation\ Tool\ For\ Resource\ Constraint\ Devices Karthik\ Bhat;\ Manan\ Bhandari;\ ChangSeok\ Oh;\ Sujin\ Kim;\ Jeeho\ Yoo 2020-12-18T05:38:58Z With\ the\ enhancement\ of\ Machine\ Learning,\ many\ tools\ are\ being\ designed\ to\ assist\ developers\ to\ easily\ create\ their\ Mach
2012.10040v1 Robustness\ to\ Spurious\ Correlations\ in\ Text\ Classification\ via\ Automatically\ Generated\ Counterfactuals Zhao\ Wang;\ Aron\ Culotta 2020-12-18T03:57:32Z Spurious\ correlations\ threaten\ the\ validity\ of\ statistical\ classifiers.\ While\ model\ accuracy\ may\ appear\ high\ when\ the\ te
2012.11325v1 Detecting\ Botnet\ Attacks\ in\ IoT\ Environments:\ An\ Optimized\ Machine\ Learning\ Approach MohammadNoor\ Injadat;\ Abdallah\ Moubayed;\ Abdallah\ Shami 2020-12-16T16:39:55Z The\ increased\ reliance\ on\ the\ Internet\ and\ the\ corresponding\ surge\ in\ connectivity\ demand\ has\ led\ to\ a\ significant\ growt
2012.11327v1 Collaborative\ residual\ learners\ for\ automatic\ icd10\ prediction\ using\ prescribed\ medications Yassien\ Shaalan;\ Alexander\ Dokumentov;\ Piyapong\ Khumrin;\ Krit\ Khwanngern;\ Anawat\ Wisetborisu;\ Thanakom\ Hatsadeang;\ Nattapat\ Karaket;\ Witthawin\ Achariyaviriya;\ Sansanee\ Auephanwiriyakul;\ Nipon\ Theera-Umpon;\ Terence\ Siganakis 2020-12-16T07:07:27Z Clinical\ coding\ is\ an\ administrative\ process\ that\ involves\ the\ translation\ of\ diagnostic\ data\ from\ episodes\ of\ care\ into
2012.11333v1 Ensemble\ model\ for\ pre-discharge\ icd10\ coding\ prediction Yassien\ Shaalan;\ Alexander\ Dokumentov;\ Piyapong\ Khumrin;\ Krit\ Khwanngern;\ Anawat\ Wisetborisu;\ Thanakom\ Hatsadeang;\ Nattapat\ Karaket;\ Witthawin\ Achariyaviriya;\ Sansanee\ Auephanwiriyakul;\ Nipon\ Theera-Umpon;\ Terence\ Siganakis 2020-12-16T07:02:56Z The\ translation\ of\ medical\ diagnosis\ to\ clinical\ coding\ has\ wide\ range\ of\ applications\ in\ billing,\ aetiology\ analysis,\ a
2012.11337v1 Single-level\ Optimization\ For\ Differential\ Architecture\ Search Pengfei\ Hou;\ Ying\ Jin 2020-12-15T18:40:33Z In\ this\ paper,\ we\ point\ out\ that\ differential\ architecture\ search\ (DARTS)\ makes\ gradient\ of\ architecture\ parameters\ bias