Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning

Mayukh Das; Devendra Singh Dhami; Yang Yu; Gautam Kunapuli; Sriraam Natarajan

doi:10.1145/3430984.3431018

Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning

Mayukh Das
, Devendra Singh Dhami
, Yang Yu
, Gautam Kunapuli
, Sriraam Natarajan

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

Original language	English
Title of host publication	CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD)
Editors	Jayant Haritsa
Publisher	Association for Computing Machinery, Inc.
Pages	110-118
ISBN (Print)	978-1-4503-8817-7
DOIs	https://doi.org/10.1145/3430984.3431018
Publication status	Published - 2021
Externally published	Yes

Access to Document

10.1145/3430984.3431018

Cite this

Das, M., Dhami, D. S., Yu, Y., Kunapuli, G., & Natarajan, S. (2021). Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning. In J. Haritsa (Ed.), CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD) (pp. 110-118). Association for Computing Machinery, Inc.. https://doi.org/10.1145/3430984.3431018

Das, Mayukh ; Dhami, Devendra Singh ; Yu, Yang et al. / Human-Guided Learning of Column Networks : Knowledge Injection for Relational Deep Learning. CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD). editor / Jayant Haritsa. Association for Computing Machinery, Inc., 2021. pp. 110-118

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title = "Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning",

author = "Mayukh Das and Dhami, \{Devendra Singh\} and Yang Yu and Gautam Kunapuli and Sriraam Natarajan",

year = "2021",

doi = "10.1145/3430984.3431018",

language = "English",

isbn = "978-1-4503-8817-7",

pages = "110--118",

editor = "Jayant Haritsa",

booktitle = "CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science \& Management of Data (8th ACM IKDD CODS \& 26th COMAD)",

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Das, M, Dhami, DS, Yu, Y, Kunapuli, G & Natarajan, S 2021, Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning. in J Haritsa (ed.), CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD). Association for Computing Machinery, Inc., pp. 110-118. https://doi.org/10.1145/3430984.3431018

Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning. / Das, Mayukh; Dhami, Devendra Singh; Yu, Yang et al.
CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD). ed. / Jayant Haritsa. Association for Computing Machinery, Inc., 2021. p. 110-118.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

TY - GEN

T1 - Human-Guided Learning of Column Networks

T2 - Knowledge Injection for Relational Deep Learning

AU - Das, Mayukh

AU - Dhami, Devendra Singh

AU - Yu, Yang

AU - Kunapuli, Gautam

AU - Natarajan, Sriraam

PY - 2021

Y1 - 2021

U2 - 10.1145/3430984.3431018

DO - 10.1145/3430984.3431018

M3 - Conference contribution

SN - 978-1-4503-8817-7

SP - 110

EP - 118

BT - CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD)

A2 - Haritsa, Jayant

PB - Association for Computing Machinery, Inc.

ER -

Das M, Dhami DS, Yu Y, Kunapuli G, Natarajan S. Human-Guided Learning of Column Networks: Knowledge Injection for Relational Deep Learning. In Haritsa J, editor, CODS-COMAD '21: Proceedings of the 3rd ACM India Joint International Conference on Data Science & Management of Data (8th ACM IKDD CODS & 26th COMAD). Association for Computing Machinery, Inc. 2021. p. 110-118 doi: 10.1145/3430984.3431018