From ef014f4a219b1246c41e87bf71cdb3561cf2dc97 Mon Sep 17 00:00:00 2001 From: ledger Date: Thu, 29 Oct 2026 13:43:36 +0000 Subject: [PATCH] ledger: extract arXiv cs.LG recent top-10 (csv + md) --- wizard-work/ledger/SOURCE.md | 5 +++++ wizard-work/ledger/arxiv_recent_cslg.csv | 11 +++++++++++ wizard-work/ledger/arxiv_recent_cslg.md | 17 +++++++++++++++++ 3 files changed, 33 insertions(+) create mode 100644 wizard-work/ledger/SOURCE.md create mode 100644 wizard-work/ledger/arxiv_recent_cslg.csv create mode 100644 wizard-work/ledger/arxiv_recent_cslg.md diff --git a/wizard-work/ledger/SOURCE.md b/wizard-work/ledger/SOURCE.md new file mode 100644 index 0000000..76ba60c --- /dev/null +++ b/wizard-work/ledger/SOURCE.md @@ -0,0 +1,5 @@ +extraction method: arXiv API (https://export.arxiv.org/api/query) cat:cs.LG top-10. +query: search_query=cat:cs.LG&start=0&max_results=10, HTTP 200, 22889 bytes. +columns: arxiv_id, title, authors, published, summary. +source_url: https://export.arxiv.org/api/query?search_query=cat:cs.LG&start=0&max_results=10 +rows: 10 diff --git a/wizard-work/ledger/arxiv_recent_cslg.csv b/wizard-work/ledger/arxiv_recent_cslg.csv new file mode 100644 index 0000000..2eaf2ad --- /dev/null +++ b/wizard-work/ledger/arxiv_recent_cslg.csv @@ -0,0 +1,11 @@ +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" diff --git a/wizard-work/ledger/arxiv_recent_cslg.md b/wizard-work/ledger/arxiv_recent_cslg.md new file mode 100644 index 0000000..db196c3 --- /dev/null +++ b/wizard-work/ledger/arxiv_recent_cslg.md @@ -0,0 +1,17 @@ +# 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 | \ No newline at end of file