The convergence of sparsified gradient methods D Alistarh, T Hoefler, M Johansson, N Konstantinov, S Khirirat, C Renggli Advances in Neural Information Processing Systems, 5973-5983, 2018 | 151 | 2018 |
The convergence of stochastic gradient descent in asynchronous shared memory D Alistarh, C De Sa, N Konstantinov Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing …, 2018 | 22 | 2018 |
Robust Learning from Untrusted Sources N Konstantinov, C Lampert International Conference on Machine Learning (ICML), 2019 | 17 | 2019 |
On the Sample Complexity of Adversarial Multi-Source PAC Learning N Konstantinov, E Frantar, D Alistarh, CH Lampert International Conference on Machine Learning (ICML), 2020 | 2 | 2020 |
Fairness-Aware Learning from Corrupted Data N Konstantinov, CH Lampert arXiv preprint arXiv:2102.06004, 2021 | | 2021 |
Fairness Through Regularization for Learning to Rank N Konstantinov, CH Lampert arXiv preprint arXiv:2102.05996, 2021 | | 2021 |