Hassan Ashtiani
Cited by
Cited by
Clustering with same-cluster queries
H Ashtiani, S Kushagra, S Ben-David
Advances in neural information processing systems, 3216-3224, 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
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
A disaster invariant feature for localization
B Soleimani, H Ashtiani, BH Soleimani, H Moradi
Intelligent Robots and Systems (IROS 2010), IEEE/RSJ International …, 2010
Bandit-based local feature subset selection
H Ashtiani, MN Ahmadabadi, BN Araabi
Neurocomputing 138, 371-382, 2014
Sample-Efficient Learning of Mixtures
H Ashtiani, S Ben-David, A Mehrabian
AAAI Conference on Artificial Intelligence (AAAI), 2018
Representation learning for clustering: a statistical framework
H Ashtiani, S Ben-David
Conference on Uncertainty in Artificial Intelligence. AUAI Press, 2015, 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
Online Nearest Neighbor Search in Hamming Space
S Eghbali, H Ashtiani, L Tahvildari
In Data Mining (ICDM), 2017 IEEE International Conference on, 2017
A dimension-independent generalization bound for kernel supervised principal component analysis
H Ashtiani, A Ghodsi
Feature Extraction: Modern Questions and Challenges, 19-29, 2015
Online nearest neighbor search using hamming weight trees
S Eghbali, H Ashtiani, L Tahvildari
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2019
Disentangled behavioural representations
A Dezfouli, H Ashtiani, O Ghattas, R Nock, P Dayan, CS Ong
Advances in neural information processing systems, 2254-2263, 2019
Black-box Certification and Learning under Adversarial Perturbations
H Ashtiani, V Pathak, R Urner
arXiv preprint arXiv:2006.16520, 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
Some techniques in density estimation
H Ashtiani, A Mehrabian
arXiv preprint arXiv:1801.04003, 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
On the Sample Complexity of Privately Learning Unbounded High-Dimensional Gaussians
I Aden-Ali, H Ashtiani, G Kamath
arXiv preprint arXiv:2010.09929, 2020
A PAC-Theory of Clustering with Advice
H Ashtiani
University of Waterloo, 2018
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