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Kristy Choi
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Single-cell map of diverse immune phenotypes in the breast tumor microenvironment
E Azizi, AJ Carr, G Plitas, AE Cornish, C Konopacki, S Prabhakaran, ...
Cell 174 (5), 1293-1308. e36, 2018
10362018
Wishbone identifies bifurcating developmental trajectories from single-cell data
M Setty, MD Tadmor, S Reich-Zeliger, O Angel, TM Salame, P Kathail, ...
Nature biotechnology 34 (6), 637-645, 2016
5502016
Neural joint source-channel coding
K Choi, K Tatwawadi, A Grover, T Weissman, S Ermon
International Conference on Machine Learning, 1182-1192, 2019
75*2019
Fair generative modeling via weak supervision
K Choi, A Grover, T Singh, R Shu, S Ermon
International Conference on Machine Learning, 1887-1898, 2020
58*2020
Encoding musical style with transformer autoencoders
K Choi, C Hawthorne, I Simon, M Dinculescu, J Engel
International Conference on Machine Learning, 1899-1908, 2020
442020
Meta-amortized variational inference and learning
K Choi, M Wu, N Goodman, S Ermon
arXiv preprint arXiv:1902.01950, 2019
27*2019
Robust representation learning via perceptual similarity metrics
SA Taghanaki, K Choi, AH Khasahmadi, A Goyal
International Conference on Machine Learning, 10043-10053, 2021
62021
Neural network compression for noisy storage devices
B Isik, K Choi, X Zheng, T Weissman, S Ermon, HSP Wong, A Alaghi
arXiv preprint arXiv:2102.07725, 2021
62021
Featurized density ratio estimation
K Choi, M Liao, S Ermon
Uncertainty in Artificial Intelligence, 172-182, 2021
42021
Density ratio estimation via infinitesimal classification
K Choi, C Meng, Y Song, S Ermon
International Conference on Artificial Intelligence and Statistics, 2552-2573, 2022
32022
Single-cell immune map of breast carcinoma reveals diverse phenotypic states driven by the tumor microenvironment
E Azizi, AJ Carr, G Plitas, AE Cornish, C Konopacki, S Prabhakaran, ...
1
Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness
SA Taghanaki, A Gholami, F Khani, K Choi, L Tran, R Zhang, A Khani
arXiv preprint arXiv:2207.01548, 2022
2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices
C Meng, L Zhou, K Choi, T Dao, S Ermon
International Conference on Machine Learning, 15360-15375, 2022
2022
Robust Representation Learning via Perceptual Similarity Metrics Download PDF
S Asgari, K Choi, AH Khasahmadi, A Goyal
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Articles 1–14