Articles with public access mandates - Sanmi KoyejoLearn more
Available somewhere: 32
The dynamics of functional brain networks: integrated network states during cognitive task performance
JM Shine, PG Bissett, PT Bell, O Koyejo, JH Balsters, KJ Gorgolewski, ...
Neuron 92 (2), 544-554, 2016
Mandates: US National Institutes of Health, National Health and Medical Research …
Zeno: Distributed stochastic gradient descent with suspicion-based fault-tolerance
C Xie, S Koyejo, I Gupta
International Conference on Machine Learning, 6893-6901, 2019
Mandates: US National Science Foundation
Fall of empires: Breaking byzantine-tolerant sgd by inner product manipulation
C Xie, O Koyejo, I Gupta
Uncertainty in Artificial Intelligence, 261-270, 2020
Mandates: US National Science Foundation
Max-sliced wasserstein distance and its use for gans
I Deshpande, YT Hu, R Sun, A Pyrros, N Siddiqui, S Koyejo, Z Zhao, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
Mandates: US National Science Foundation
Zeno++: Robust fully asynchronous SGD
C Xie, S Koyejo, I Gupta
International Conference on Machine Learning, 10495-10503, 2020
Mandates: US National Science Foundation
SLSGD: Secure and efficient distributed on-device machine learning
C Xie, O Koyejo, I Gupta
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
Mandates: US National Science Foundation
False discovery rate smoothing
W Tansey, O Koyejo, RA Poldrack, JG Scott
Journal of the American Statistical Association 113 (523), 1156-1171, 2018
Mandates: US National Science Foundation
Cser: Communication-efficient sgd with error reset
C Xie, S Zheng, S Koyejo, I Gupta, M Li, H Lin
Advances in Neural Information Processing Systems 33, 12593-12603, 2020
Mandates: US National Science Foundation
What's in a pattern? Examining the type of signal multivariate analysis uncovers at the group level
R Gilron, J Rosenblatt, O Koyejo, RA Poldrack, R Mukamel
NeuroImage 146, 113-120, 2017
Mandates: US National Science Foundation
Binary classification with karmic, threshold-quasi-concave metrics
B Yan, S Koyejo, K Zhong, P Ravikumar
International Conference on Machine Learning, 5531-5540, 2018
Mandates: US National Science Foundation
Bayesian coresets: Revisiting the nonconvex optimization perspective
J Zhang, R Khanna, A Kyrillidis, S Koyejo
International Conference on Artificial Intelligence and Statistics, 2782-2790, 2021
Mandates: US National Science Foundation
Uncovering the connections between adversarial transferability and knowledge transferability
K Liang, JY Zhang, B Wang, Z Yang, S Koyejo, B Li
International Conference on Machine Learning, 6577-6587, 2021
Mandates: US National Science Foundation
A contextual-bandit-based approach for informed decision-making in clinical trials
Y Varatharajah, B Berry
Life 12 (8), 1277, 2022
Mandates: Heart and Stroke Foundation of Canada, UK Medical Research Council, Stroke …
Opportunistic detection of type 2 diabetes using deep learning from frontal chest radiographs
A Pyrros, SM Borstelmann, R Mantravadi, Z Zaiman, K Thomas, B Price, ...
Nature communications 14 (1), 4039, 2023
Mandates: US National Science Foundation, US National Institutes of Health, US …
On prior distributions and approximate inference for structured variables
OO Koyejo, R Khanna, J Ghosh, R Poldrack
Advances in Neural Information Processing Systems 27, 2014
Mandates: US National Institutes of Health
Toward a controllable disentanglement network
Z Song, O Koyejo, J Zhang
IEEE Transactions on Cybernetics 52 (4), 2491-2504, 2020
Mandates: National Natural Science Foundation of China
Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19
A Pyrros, J Rodriguez Fernandez, SM Borstelmann, A Flanders, ...
PLOS Digital Health 1 (8), e0000057, 2022
Mandates: US National Institutes of Health
Self-supervised learning of representations for space generates multi-modular grid cells
R Schaeffer, M Khona, T Ma, C Eyzaguirre, S Koyejo, I Fiete
Advances in Neural Information Processing Systems 36, 2024
Mandates: Howard Hughes Medical Institute
Rvfr: Robust vertical federated learning via feature subspace recovery
J Liu, C Xie, K Kenthapadi, S Koyejo, B Li
NeurIPS Workshop New Frontiers in Federated Learning: Privacy, Fairness …, 2021
Mandates: US National Science Foundation
Optimization and Analysis of the pAp@ k Metric for Recommender Systems
G Hiranandani, W Vijitbenjaronk, S Koyejo, P Jain
International Conference on Machine Learning, 4260-4270, 2020
Mandates: US National Science Foundation
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