ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning.

Saved in:
Bibliographic Details
Title: ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning.
Authors: Xiong, Guangzhi1, guangzhi@virginia.edu, Sinha, Sanchit1, sanchit@virginia.edu, Zhang, Aidong1, aidong@virginia.edu
Source: ACM Transactions on Knowledge Discovery from Data; Nov2025, Vol. 19 Issue 9, p1-25, 25p
Database: Applied Science & Technology Source
FullText Links:
  – Type: pdflink
Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 189593916
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Xiong%2C+Guangzhi%22">Xiong, Guangzhi</searchLink><relatesTo>1</relatesTo>, <i>guangzhi@virginia.edu</i><br /><searchLink fieldCode="AU" term="%22Sinha%2C+Sanchit%22">Sinha, Sanchit</searchLink><relatesTo>1</relatesTo>, <i>sanchit@virginia.edu</i><br /><searchLink fieldCode="AU" term="%22Zhang%2C+Aidong%22">Zhang, Aidong</searchLink><relatesTo>1</relatesTo>, <i>aidong@virginia.edu</i>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22ACM+Transactions+on+Knowledge+Discovery+from+Data%22">ACM Transactions on Knowledge Discovery from Data</searchLink>; Nov2025, Vol. 19 Issue 9, p1-25, 25p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=189593916
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1145/3766072
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 25
        StartPage: 1
    Titles:
      – TitleFull: ProtoNAM: Prototypical Neural Additive Models for Interpretable Deep Tabular Learning.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Xiong, Guangzhi
      – PersonEntity:
          Name:
            NameFull: Sinha, Sanchit
      – PersonEntity:
          Name:
            NameFull: Zhang, Aidong
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 11
              Text: Nov2025
              Type: published
              Y: 2025
          Identifiers:
            – Type: issn-print
              Value: 15564681
          Numbering:
            – Type: volume
              Value: 19
            – Type: issue
              Value: 9
          Titles:
            – TitleFull: ACM Transactions on Knowledge Discovery from Data
              Type: main
ResultId 1