| Local low-rank matrix approximation J Lee, S Kim, G Lebanon, Y Singer International conference on machine learning, 82-90, 2013 | 245 | 2013 |
| Why are adaptive methods good for attention models? J Zhang, SP Karimireddy, A Veit, S Kim, S Reddi, S Kumar, S Sra Advances in Neural Information Processing Systems 33, 15383-15393, 2020 | 233* | 2020 |
| Local collaborative ranking J Lee, S Bengio, S Kim, G Lebanon, Y Singer Proceedings of the 23rd international conference on World wide web, 85-96, 2014 | 159 | 2014 |
| LLORMA: Local low-rank matrix approximation J Lee, S Kim, G Lebanon, Y Singer, S Bengio | 113 | 2016 |
| ConceptVector: Text visual analytics via interactive lexicon building using word embedding D Park, S Kim, J Lee, J Choo, N Diakopoulos, N Elmqvist IEEE transactions on visualization and computer graphics 24 (1), 361-370, 2017 | 85 | 2017 |
| A statistical perspective on distillation AK Menon, AS Rawat, S Reddi, S Kim, S Kumar International Conference on Machine Learning, 7632-7642, 2021 | 72* | 2021 |
| Evaluations and methods for explanation through robustness analysis CY Hsieh, CK Yeh, X Liu, P Ravikumar, S Kim, S Kumar, CJ Hsieh arXiv preprint arXiv:2006.00442, 2020 | 42 | 2020 |
| Beyond Sentiment: The Manifold of Human Emotions S Kim, F Li, G Lebanon, I Essa Proceedings of the 16 International Conference on Artificial Intelligence …, 2013 | 38 | 2013 |
| On the reproducibility of neural network predictions S Bhojanapalli, K Wilber, A Veit, AS Rawat, S Kim, A Menon, S Kumar arXiv preprint arXiv:2102.03349, 2021 | 30 | 2021 |
| Rankdistil: Knowledge distillation for ranking S Reddi, RK Pasumarthi, A Menon, AS Rawat, F Yu, S Kim, A Veit, ... International Conference on Artificial Intelligence and Statistics, 2368-2376, 2021 | 19 | 2021 |
| Semantic label smoothing for sequence to sequence problems M Lukasik, H Jain, AK Menon, S Kim, S Bhojanapalli, F Yu, S Kumar arXiv preprint arXiv:2010.07447, 2020 | 18 | 2020 |
| Automatic feature induction for stagewise collaborative filtering J Lee, M Sun, S Kim, G Lebanon Advances in Neural Information Processing Systems 25, 2012 | 17 | 2012 |
| In defense of dual-encoders for neural ranking A Menon, S Jayasumana, AS Rawat, S Kim, S Reddi, S Kumar International Conference on Machine Learning, 15376-15400, 2022 | 14 | 2022 |
| Matrix approximation under local low-rank assumption J Lee, S Kim, G Lebanon, Y Singer arXiv preprint arXiv:1301.3192, 2013 | 8 | 2013 |
| Estimating Temporal Dynamics of Human Emotions S Kim, J Lee, G Lebanon, H Park Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), 2015 | 5 | 2015 |
| Local Context Sparse Coding S Kim, J Lee, G Lebanon, H Park Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI), 2015 | 5 | 2015 |
| EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval S Kim, AS Rawat, M Zaheer, S Jayasumana, V Sadhanala, W Jitkrittum, ... arXiv preprint arXiv:2301.12005, 2023 | 4 | 2023 |
| Fast spammer detection using structural rank S Kim, H Park, G Lebanon arXiv preprint arXiv:1407.7072, 2014 | 4 | 2014 |
| Local Space-Time Smoothing for Version Controlled Documents S Kim, G Lebanon Proceedings of the 23rd International Conference on Computational …, 2010 | 4 | 2010 |
| Supervision Complexity and its Role in Knowledge Distillation H Harutyunyan, AS Rawat, AK Menon, S Kim, S Kumar arXiv preprint arXiv:2301.12245, 2023 | 3 | 2023 |
Guy LebanonDirector at GoogleVerified email at google.com
