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Aaron K. Baughman

4 papers hereh-index 6100 citations26 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.CL1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedStudy of Feature Importance for Quantum Machine Learning Models

5 citations · 5 across the 4 of their papers we have counts for

collaborators

4 papers

cs.CL2024

Large Scale Generative AI Text Applied to Sports and Music

Aaron Baughman, Stephen Hammer, Rahul Agarwal +5

We address the problem of scaling up the production of media content, including commentary and personalized news stories, for large-scale sports and music events worldwide. Our app…

quant-ph2022★ 5 cited

Study of Feature Importance for Quantum Machine Learning Models

Aaron Baughman, Kavitha Yogaraj, Raja Hebbar +3

Predictor importance is a crucial part of data preprocessing pipelines in classical and quantum machine learning (QML). This work presents the first study of its kind in which feat…

cs.AI2021

Deep Artificial Intelligence for Fantasy Football Language Understanding

Aaron Baughman, Micah Forester, Jeff Powell +3

Fantasy sports allow fans to manage a team of their favorite athletes and compete with friends. The fantasy platform aligns the real-world statistical performance of athletes to fa…

cs.AI2021

Large Scale Diverse Combinatorial Optimization: ESPN Fantasy Football Player Trades

Aaron Baughman, Daniel Bohm, Micah Forster +9

Even skilled fantasy football managers can be disappointed by their mid-season rosters as some players inevitably fall short of draft day expectations. Team managers can quickly di…

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