Sanmi Koyejo
Sanmi Koyejo
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Citado por
Citado por
Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
arXiv preprint arXiv:1912.04977, 2019
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
Global optimality of local search for low rank matrix recovery
S Bhojanapalli, B Neyshabur, N Srebro
Advances in Neural Information Processing Systems 29, 3873-3881, 2016
Examples are not enough, learn to criticize! criticism for interpretability
B Kim, R Khanna, OO Koyejo
Advances in Neural Information Processing Systems, 2280-2288, 2016
Toward open sharing of task-based fMRI data: the OpenfMRI project
RA Poldrack, DM Barch, J Mitchell, T Wager, AD Wagner, JT Devlin, ...
Frontiers in neuroinformatics 7, 12, 2013
Long-term neural and physiological phenotyping of a single human
RA Poldrack, TO Laumann, O Koyejo, B Gregory, A Hover, MY Chen, ...
Nature communications 6 (1), 1-15, 2015
MRIQC: Advancing the automatic prediction of image quality in MRI from unseen sites
O Esteban, D Birman, M Schaer, OO Koyejo, RA Poldrack, ...
PloS one 12 (9), e0184661, 2017
Temporal metastates are associated with differential patterns of time-resolved connectivity, network topology, and attention
JM Shine, O Koyejo, RA Poldrack
Proceedings of the National Academy of Sciences 113 (35), 9888-9891, 2016
Human cognition involves the dynamic integration of neural activity and neuromodulatory systems
JM Shine, M Breakspear, PT Bell, KAE Martens, R Shine, O Koyejo, ...
Nature neuroscience 22 (2), 289-296, 2019
Consistent binary classification with generalized performance metrics
OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon
Advances in Neural Information Processing Systems 27, 2744-2752, 2014
Estimation of dynamic functional connectivity using Multiplication of Temporal Derivatives
JM Shine, O Koyejo, PT Bell, KJ Gorgolewski, M Gilat, RA Poldrack
NeuroImage 122, 399-407, 2015
Generalized byzantine-tolerant sgd
C Xie, O Koyejo, I Gupta
arXiv preprint arXiv:1802.10116, 2018
Decoding brain activity using a large-scale probabilistic functional-anatomical atlas of human cognition
TN Rubin, O Koyejo, KJ Gorgolewski, MN Jones, RA Poldrack, T Yarkoni
PLoS computational biology 13 (10), e1005649, 2017
Consistent multilabel classification
OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon
Advances in Neural Information Processing Systems 28, 3321-3329, 2015
Asynchronous federated optimization
C Xie, S Koyejo, I Gupta
arXiv preprint arXiv:1903.03934, 2019
Zeno: Distributed stochastic gradient descent with suspicion-based fault-tolerance
C Xie, S Koyejo, I Gupta
International Conference on Machine Learning, 6893-6901, 2019
Interpreting black box predictions using fisher kernels
R Khanna, B Kim, J Ghosh, S Koyejo
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
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 conference on computer vision and pattern …, 2019
Fall of empires: Breaking Byzantine-tolerant SGD by inner product manipulation
C Xie, O Koyejo, I Gupta
Uncertainty in Artificial Intelligence, 261-270, 2020
Retargeted matrix factorization for collaborative filtering
O Koyejo, S Acharyya, J Ghosh
Proceedings of the 7th ACM conference on Recommender systems, 49-56, 2013
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