Learning Single-Index Models with Shallow Neural Networks A Bietti, J Bruna, C Sanford, MJ Song Advances in Neural Information Processing Systems (NeurIPS), 2022 | 89 | 2022 |
Continuous LWE J Bruna, O Regev, MJ Song, Y Tang ACM Symposium on Theory of Computing (STOC), 2021 | 62 | 2021 |
Lattice-Based Methods Surpass Sum-of-Squares in Clustering I Zadik, MJ Song, AS Wein, J Bruna Proceedings of the Conference on Learning Theory (COLT), 2022 | 43 | 2022 |
On the Cryptographic Hardness of Learning Single Periodic Neurons MJ Song, I Zadik, J Bruna Advances in Neural Information Processing Systems (NeurIPS), 2021 | 35 | 2021 |
Evaluating representations by the complexity of learning low-loss predictors WF Whitney, MJ Song, D Brandfonbrener, J Altosaar, K Cho arXiv preprint arXiv:2009.07368, 2020 | 27 | 2020 |
Self-Supervised Motion Retargeting with Safety Guarantee S Choi, MJ Song, H Ahn, J Kim IEEE International Conference on Robotics and Automation (ICRA), 2021 | 12 | 2021 |
Hardness of Approximate Nearest Neighbor Search under L-infinity YK Ko, MJ Song arXiv preprint arXiv:2011.06135, 2020 | 2 | 2020 |
On the sensitivity of k-uniform hypergraph properties S Biderman, K Cuddy, A Li, MJ Song arXiv preprint arXiv:1510.00354, 2015 | 1 | 2015 |
Cryptographic Hardness of Score Estimation MJ Song Advances in Neural Information Processing Systems (NeurIPS), 2024 | | 2024 |
Continuous LWE and Its Applications MJ Song New York University, 2023 | | 2023 |