Brandon Carter

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 13

Top Topics

Binding Peptides

Pruning Methods

Top Venues

J. Comput. Biol.

Publications

Angie Boggust, Brandon Carter, Arvind Satyanarayan
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. IUI (2022)
Ge Liu, Alexander Dimitrakakis, Brandon Carter, David K. Gifford
Maximum n-times Coverage for Vaccine Design. ICLR (2022)
Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy. MLSys (2021)
Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford
Overinterpretation reveals image classification model pathologies. NeurIPS (2021)
Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy. CoRR (2021)
Ge Liu, Brandon Carter, David K. Gifford
Maximum n-times Coverage for COVID-19 Vaccine Design. CoRR (2021)
Zheng Dai, Brooke D. Huisman, Haoyang Zeng, Brandon Carter, Siddhartha Jain, Michael E. Birnbaum, David K. Gifford
Machine learning optimization of peptides for presentation by class II MHCs. Bioinform. 37 (19) (2021)
Brandon Carter, Siddhartha Jain, Jonas Mueller, David K. Gifford
Overinterpretation reveals image classification model pathologies. CoRR (2020)
Brandon Carter, Maxwell L. Bileschi, Jamie Smith, Theo Sanderson, Drew Bryant, David Belanger, Lucy J. Colwell
Critiquing Protein Family Classification Models Using Sufficient Input Subsets. J. Comput. Biol. 27 (8) (2020)
Ge Liu, Haoyang Zeng, Jonas Mueller, Brandon Carter, Ziheng Wang, Jonas Schilz, Geraldine Horny, Michael E. Birnbaum, Stefan Ewert, David K. Gifford
Antibody complementarity determining region design using high-capacity machine learning. Bioinform. 36 (7) (2020)
Angie Boggust, Brandon Carter, Arvind Satyanarayan
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. CoRR (2019)
Brandon Carter, Jonas Mueller, Siddhartha Jain, David K. Gifford
What made you do this? Understanding black-box decisions with sufficient input subsets. AISTATS (2019)
Brandon Carter, Jonas Mueller, Siddhartha Jain, David K. Gifford
What made you do this? Understanding black-box decisions with sufficient input subsets. CoRR (2018)