| 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 | 378 | 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 | 337 | 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 | 296 | 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 | 290 | 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 | 277 | 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 | 249 | 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 | 178 | 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 | 127 | 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 | 112 | 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 | 111 | 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 | 98 | 2015 |
| Generalized byzantine-tolerant sgd C Xie, O Koyejo, I Gupta arXiv preprint arXiv:1802.10116, 2018 | 73 | 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 | 56 | 2017 |
| Consistent multilabel classification OO Koyejo, N Natarajan, PK Ravikumar, IS Dhillon Advances in Neural Information Processing Systems 28, 3321-3329, 2015 | 53 | 2015 |
| Asynchronous federated optimization C Xie, S Koyejo, I Gupta arXiv preprint arXiv:1903.03934, 2019 | 38 | 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 | 35 | 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 | 33 | 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 | 33 | 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 | 29 | 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 | 27 | 2013 |
Russ PoldrackProfessor of Psychology, Stanford UniversityE-mail confirmado em stanford.edu
