| Clustering with same-cluster queries H Ashtiani, S Kushagra, S Ben-David arXiv preprint arXiv:1606.02404, 2016 | 60 | 2016 |
| Graph signature for self-reconfiguration planning of modules with symmetry M Asadpour, H Ashtiani, A Sproewitz, A Ijspeert Intelligent Robots and Systems (IROS 2009), IEEE/RSJ International …, 2009 | 26 | 2009 |
| Nearly tight sample complexity bounds for learning mixtures of Gaussians via sample compression schemes H Ashtiani, S Ben-David, N Harvey, C Liaw, A Mehrabian, Y Plan Advances in Neural Information Processing Systems, 3412-3421, 2018 | 25 | 2018 |
| A disaster invariant feature for localization B Soleimani, H Ashtiani, BH Soleimani, H Moradi Intelligent Robots and Systems (IROS 2010), IEEE/RSJ International …, 2010 | 15 | 2010 |
| Bandit-based local feature subset selection H Ashtiani, MN Ahmadabadi, BN Araabi Neurocomputing 138, 371-382, 2014 | 14 | 2014 |
| Sample-Efficient Learning of Mixtures H Ashtiani, S Ben-David, A Mehrabian AAAI Conference on Artificial Intelligence (AAAI), 2018 | 13 | 2018 |
| Representation learning for clustering: a statistical framework H Ashtiani, S Ben-David Conference on Uncertainty in Artificial Intelligence. AUAI Press, 2015, 2015 | 13 | 2015 |
| Near-optimal sample complexity bounds for robust learning of gaussian mixtures via compression schemes H Ashtiani, S Ben-David, NJA Harvey, C Liaw, A Mehrabian, Y Plan Journal of the ACM (JACM) 67 (6), 1-42, 2020 | 12* | 2020 |
| Online Nearest Neighbor Search in Hamming Space S Eghbali, H Ashtiani, L Tahvildari In Data Mining (ICDM), 2017 IEEE International Conference on, 2017 | 9* | 2017 |
| Disentangled behavioural representations. A Dezfouli, H Ashtiani, O Ghattas, R Nock, P Dayan, CS Ong NeurIPS, 2251-2260, 2019 | 7 | 2019 |
| A dimension-independent generalization bound for kernel supervised principal component analysis H Ashtiani, A Ghodsi Feature Extraction: Modern Questions and Challenges, 19-29, 2015 | 7 | 2015 |
| Online nearest neighbor search using hamming weight trees S Eghbali, H Ashtiani, L Tahvildari IEEE transactions on pattern analysis and machine intelligence 42 (7), 1729-1740, 2019 | 4 | 2019 |
| Black-box certification and learning under adversarial perturbations H Ashtiani, V Pathak, R Urner International Conference on Machine Learning, 388-398, 2020 | 2 | 2020 |
| On the Sample Complexity of Learning Sum-Product Networks I Aden-Ali, H Ashtiani International Conference on Artificial Intelligence and Statistics, 4508-4518, 2020 | 1 | 2020 |
| Some techniques in density estimation H Ashtiani, A Mehrabian arXiv preprint arXiv:1801.04003, 2018 | 1 | 2018 |
| Bandit-based structure learning for bayesian network classifiers S Eghbali, MHZ Ashtiani, MN Ahmadabadi, BN Araabi International Conference on Neural Information Processing, 349-356, 2012 | 1 | 2012 |
| On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians I Aden-Ali, H Ashtiani, G Kamath arXiv preprint arXiv:2010.09929, 2020 | | 2020 |
| A PAC-Theory of Clustering with Advice H Ashtiani University of Waterloo, 2018 | | 2018 |
Shai Ben-DavidUniverity of Waterloo, CanadaEmail verificata su uwaterloo.ca
