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researcher

Alexander L. Hayes

2 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedUser Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams

8 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2019

srlearn: A Python Library for Gradient-Boosted Statistical Relational Models

Alexander L. Hayes

We present srlearn, a Python library for boosted statistical relational models. We adapt the scikit-learn interface to this setting and provide examples for how this can be used to…

cs.AI2019★ 8 cited

User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams

Alexander L. Hayes, Mayukh Das, Phillip Odom +1

One of the key advantages of Inductive Logic Programming systems is the ability of the domain experts to provide background knowledge as modes that allow for efficient search throu…

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