Serafina Kamp

I am a PhD candidate at the University of Michigan advised by Benjamin Fish. My research interests are in understanding unfair outcomes of machine learning algorithms and designing algorithms that promote social equality.

Access my CV and Google Scholar Profile

Papers

Workshop Papers

• Beliefs, Relationships, and Equality: An Alternative Source of Discrimination in a Symmetric Hiring Market via Threats(pdf)
  S Kamp, T Nkeng, V Riquelme, B Fish
  International Workshops of ECML PKDD 2023
• Robustness of Fairness: An Experimental Analysis(pdf)
  S Kamp, ALL Zhao, S Kutty
  International Workshops of ECML PKDD 2021

Journal Papers

• Tablext: A combined neural network and heuristic based table extractor(link)
  Z Colter, M Fayazi, Z Benameur-El Youbi, S Kamp, S Yu, R Dreslinski
  Array 15, 100220

Preprints

• Open Information Extraction: A Review of Baseline Techniques, Approaches, and Applications(link)
  S Kamp, M Fayazi, Z Benameur-El, S Yu, R Dreslinski
  arXiv preprint arXiv:2310.11644