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Vasilis Kontonis
Vasilis Kontonis
Zweryfikowany adres z wisc.edu
Tytuł
Cytowane przez
Cytowane przez
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Algorithms and sq lower bounds for pac learning one-hidden-layer relu networks
I Diakonikolas, DM Kane, V Kontonis, N Zarifis
Conference on Learning Theory, 1514-1539, 2020
412020
Learning halfspaces with massart noise under structured distributions
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
Conference on Learning Theory, 1486-1513, 2020
412020
Non-convex SGD learns halfspaces with adversarial label noise
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
Advances in Neural Information Processing Systems 33, 18540-18549, 2020
182020
Efficient truncated statistics with unknown truncation
V Kontonis, C Tzamos, M Zampetakis
2019 IEEE 60th Annual Symposium on Foundations of Computer Science (FOCS …, 2019
172019
A polynomial time algorithm for learning halfspaces with tsybakov noise
I Diakonikolas, DM Kane, V Kontonis, C Tzamos, N Zarifis
arXiv preprint arXiv:2010.01705, 2020
132020
Learning halfspaces with tsybakov noise
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
arXiv preprint arXiv:2006.06467, 2020
112020
Efficiently learning halfspaces with tsybakov noise
I Diakonikolas, DM Kane, V Kontonis, C Tzamos, N Zarifis
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 2021
102021
Opinion dynamics with limited information
D Fotakis, V Kandiros, V Kontonis, S Skoulakis
International Conference on Web and Internet Economics, 282-296, 2018
82018
Learning online algorithms with distributional advice
I Diakonikolas, V Kontonis, C Tzamos, A Vakilian, N Zarifis
International Conference on Machine Learning, 2687-2696, 2021
72021
Learning general halfspaces with general massart noise under the gaussian distribution
I Diakonikolas, DM Kane, V Kontonis, C Tzamos, N Zarifis
Proceedings of the 54th Annual ACM SIGACT Symposium on Theory of Computing …, 2022
52022
Agnostic proper learning of halfspaces under gaussian marginals
I Diakonikolas, DM Kane, V Kontonis, C Tzamos, N Zarifis
Conference on Learning Theory, 1522-1551, 2021
52021
Threshold phenomena in learning halfspaces with massart noise
I Diakonikolas, DM Kane, V Kontonis, C Tzamos, N Zarifis
arXiv preprint arXiv:2108.08767, 2021
42021
Convergence and sample complexity of SGD in GANs
V Kontonis, S Liu, C Tzamos
arXiv preprint arXiv:2012.00732, 2020
42020
Efficient algorithms for learning from coarse labels
D Fotakis, A Kalavasis, V Kontonis, C Tzamos
Conference on Learning Theory, 2060-2079, 2021
32021
A statistical taylor theorem and extrapolation of truncated densities
C Daskalakis, V Kontonis, C Tzamos, E Zampetakis
Conference on Learning Theory, 1395-1398, 2021
32021
Learning a Single Neuron with Adversarial Label Noise via Gradient Descent
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
Conference on Learning Theory, 4313-4361, 2022
12022
Weighted Distillation with Unlabeled Examples
F Iliopoulos, V Kontonis, C Baykal, G Menghani, K Trinh, E Vee
arXiv preprint arXiv:2210.06711, 2022
2022
Learning General Halfspaces with Adversarial Label Noise via Online Gradient Descent
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
International Conference on Machine Learning, 5118-5141, 2022
2022
Learning Powers of Poisson Binomial Distributions
D Fotakis, V Kontonis, P Krysta, P Spirakis
arXiv preprint arXiv:1707.05662, 2017
2017
Linear Label Ranking with Bounded Noise
D Fotakis, A Kalavasis, V Kontonis, C Tzamos
Advances in Neural Information Processing Systems, 0
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