| Support-vector networks C Cortes, V Vapnik Machine learning 20, 273-297, 1995 | 66851 | 1995 |
| Spatial transformer networks M Jaderberg, K Simonyan, A Zisserman Advances in neural information processing systems 28, 2015 | 10016* | 2015 |
| The MNIST database of handwritten digits Y LeCun http://yann. lecun. com/exdb/mnist/, 1998 | 7481 | 1998 |
| Foundations of machine learning M Mohri, A Rostamizadeh, A Talwalkar MIT press, 2018 | 6243 | 2018 |
| MNIST handwritten digit database Y LeCun, C Cortes, C Burges | 5429 | 2010 |
| Advances and open problems in federated learning P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ... Foundations and trends® in machine learning 14 (1–2), 1-210, 2021 | 5195 | 2021 |
| Proceedings of the 31st International Conference on Neural Information Processing Systems U von Luxburg, I Guyon, S Bengio, H Wallach, R Fergus Curran Associates Inc., 2017 | 3223* | 2017 |
| Scaffold: Stochastic controlled averaging for federated learning SP Karimireddy, S Kale, M Mohri, S Reddi, S Stich, AT Suresh International conference on machine learning, 5132-5143, 2020 | 2152 | 2020 |
| Query evaluation techniques for large databases G Graefe ACM Computing Surveys (CSUR) 25 (2), 73-169, 1993 | 2134 | 1993 |
| Support vector machine C Cortes, V Vapnik Machine learning 20 (3), 273-297, 1995 | 1537 | 1995 |
| Weighted finite-state transducers in speech recognition M Mohri, F Pereira, M Riley Computer Speech & Language 16 (1), 69-88, 2002 | 1415 | 2002 |
| Finite-state transducers in language and speech processing M Mohri Computational linguistics 23 (2), 269-311, 1997 | 1410 | 1997 |
| Comparison of classifier methods: a case study in handwritten digit recognition L Bottou, C Cortes, JS Denker, H Drucker, I Guyon, LD Jackel, Y LeCun, ... Proceedings of the 12th IAPR International Conference on Pattern Recognition …, 1994 | 1058 | 1994 |
| Paper recommender systems: a literature survey J Beel, B Gipp, S Langer, C Breitinger International Journal on Digital Libraries 17, 305-338, 2016 | 1007 | 2016 |
| MNIST handwritten digit database. 2010 Y LeCun, C Cortes, C Burges URL http://yann. lecun. com/exdb/mnist 7 (23), 6, 2010 | 982 | 2010 |
| Comparison of learning algorithms for handwritten digit recognition Y LeCun, L Jackel, L Bottou, A Brunot, C Cortes, J Denker, H Drucker, ... International conference on artificial neural networks 60 (1), 53-60, 1995 | 928 | 1995 |
| Agnostic federated learning M Mohri, G Sivek, AT Suresh International Conference on Machine Learning, 4615-4625, 2019 | 904 | 2019 |
| Domain adaptation: Learning bounds and algorithms Y Mansour, M Mohri, A Rostamizadeh arXiv preprint arXiv:0902.3430, 2009 | 847 | 2009 |
| Advances in neural information processing systems H Lyu, N Sha, S Qin, M Yan, Y Xie, R Wang Advances in neural information processing systems 32, 2019 | 846* | 2019 |
| OpenFst: A General and Efficient Weighted Finite-State Transducer Library: (Extended Abstract of an Invited Talk) C Allauzen, M Riley, J Schalkwyk, W Skut, M Mohri Implementation and Application of Automata: 12th International Conference …, 2007 | 822 | 2007 |
