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ORCIDBrandon Carter 0001
Person information
- affiliation: Massachusetts Institute of Technology, CSAIL, Cambridge, MA, USA
Other persons with the same name
- Brandon Carter 0002 — University of Michigan, Materials Science and Engineering, Ann Arbor, MI, USA
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Books and Theses
- 2023
[b1]Brandon Carter:
Interpretations of Machine Learning and Their Application to Therapeutic Design. MIT, USA, 2023
Journal Articles
- 2021
- [j3]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): 3160-3167 (2021) - 2020
- [j2]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): 2126-2133 (2020) - [j1]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): 1219-1231 (2020)
Conference and Workshop Papers
- 2022
- [c5]Ge Liu, Alexander Dimitrakakis, Brandon Carter, David K. Gifford:
Maximum n-times Coverage for Vaccine Design. ICLR 2022 - [c4]Angie W. Boggust, Brandon Carter, Arvind Satyanarayan:
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. IUI 2022: 746-766 - 2021
- [c3]Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus:
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy. MLSys 2021 - [c2]Brandon Carter, Siddhartha Jain, Jonas Mueller, David Gifford:
Overinterpretation reveals image classification model pathologies. NeurIPS 2021: 15395-15407 - 2019
- [c1]Brandon Carter, Jonas Mueller, Siddhartha Jain, David K. Gifford:
What made you do this? Understanding black-box decisions with sufficient input subsets. AISTATS 2019: 567-576
Informal and Other Publications
- 2021
- [i5]Ge Liu, Brandon Carter, David K. Gifford:
Maximum n-times Coverage for COVID-19 Vaccine Design. CoRR abs/2101.10902 (2021) - [i4]Lucas Liebenwein, Cenk Baykal, Brandon Carter, David Gifford, Daniela Rus:
Lost in Pruning: The Effects of Pruning Neural Networks beyond Test Accuracy. CoRR abs/2103.03014 (2021) - 2020
- [i3]Brandon Carter, Siddhartha Jain, Jonas Mueller, David K. Gifford:
Overinterpretation reveals image classification model pathologies. CoRR abs/2003.08907 (2020) - 2019
- [i2]Angie W. Boggust, Brandon Carter, Arvind Satyanarayan:
Embedding Comparator: Visualizing Differences in Global Structure and Local Neighborhoods via Small Multiples. CoRR abs/1912.04853 (2019) - 2018
- [i1]Brandon Carter, Jonas Mueller, Siddhartha Jain, David K. Gifford:
What made you do this? Understanding black-box decisions with sufficient input subsets. CoRR abs/1810.03805 (2018)
Coauthor Index
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