publications

2024

1. Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy

   Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, and Julia Stoyanovich

   ACM SIGMOD Record, 2024

   Bib

   @article{rosenblatt2024epistemic,
     title = {Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy},
     author = {Rosenblatt, Lucas and Herman, Bernease and Holovenko, Anastasia and Lee, Wonkwon and Loftus, Joshua and McKinnie, Elizabeth and Rumezhak, Taras and Stadnik, Andrii and Howe, Bill and Stoyanovich, Julia},
     journal = {ACM SIGMOD Record},
     volume = {53},
     number = {1},
     pages = {65--74},
     year = {2024},
     publisher = {ACM New York, NY, USA}
   }

2023

1. Out of distribution performance of state of art vision model

   Salman Rahman, and Wonkwon Lee

   arXiv preprint arXiv:2301.10750, 2023

   Bib

   @article{rahman2023out,
     title = {Out of distribution performance of state of art vision model},
     author = {Rahman, Salman and Lee, Wonkwon},
     journal = {arXiv preprint arXiv:2301.10750},
     year = {2023}
   }

2. Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy

   Lucas Rosenblatt, Bernease Herman, Anastasia Holovenko, Wonkwon Lee, Joshua Loftus, Elizabeth McKinnie, Taras Rumezhak, Andrii Stadnik, Bill Howe, and Julia Stoyanovich

   Proceedings of the VLDB Endowment, 2023

   Bib

   @article{rosenblatt2023epistemic,
     title = {Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy},
     author = {Rosenblatt, Lucas and Herman, Bernease and Holovenko, Anastasia and Lee, Wonkwon and Loftus, Joshua and McKinnie, Elizabeth and Rumezhak, Taras and Stadnik, Andrii and Howe, Bill and Stoyanovich, Julia},
     journal = {Proceedings of the VLDB Endowment},
     volume = {16},
     number = {11},
     pages = {3178--3191},
     year = {2023},
     publisher = {VLDB Endowment}
   }