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Vasilis Kontonis
Tytuł
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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
642020
Learning halfspaces with massart noise under structured distributions
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
Conference on learning theory, 1486-1513, 2020
592020
Efficient truncated statistics with unknown truncation
V Kontonis, C Tzamos, M Zampetakis
2019 ieee 60th annual symposium on foundations of computer science (focs …, 2019
312019
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
242020
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
22*2021
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
20*2022
Learning online algorithms with distributional advice
I Diakonikolas, V Kontonis, C Tzamos, A Vakilian, N Zarifis
International Conference on Machine Learning, 2687-2696, 2021
202021
Opinion dynamics with limited information
D Fotakis, V Kandiros, V Kontonis, S Skoulakis
International Conference on Web and Internet Economics, 282-296, 2018
172018
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
142022
Efficient algorithms for learning from coarse labels
D Fotakis, A Kalavasis, V Kontonis, C Tzamos
Conference on Learning Theory, 2060-2079, 2021
132021
Learning halfspaces with tsybakov noise
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing, 2020
132020
A statistical taylor theorem and extrapolation of truncated densities
C Daskalakis, V Kontonis, C Tzamos, E Zampetakis
Conference on learning theory, 1395-1398, 2021
92021
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
92021
Weighted Distillation with Unlabeled Examples
F Iliopoulos, V Kontonis, C Baykal, G Menghani, K Trinh, E Vee
Advances in Neural Information Processing Systems., 2022
82022
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
62022
Convergence and sample complexity of SGD in GANs
V Kontonis, S Liu, C Tzamos
arXiv preprint arXiv:2012.00732, 2020
42020
Efficient testable learning of halfspaces with adversarial label noise
I Diakonikolas, D Kane, V Kontonis, S Liu, N Zarifis
Advances in Neural Information Processing Systems 36, 2024
32024
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples
V Kontonis, F Iliopoulos, K Trinh, C Baykal, G Menghani, E Vee
arXiv preprint arXiv:2302.03806, 2023
2*2023
Linear Label Ranking with Bounded Noise
D Fotakis, A Kalavasis, V Kontonis, C Tzamos
Advances in Neural Information Processing Systems 35, 15642-15656, 2022
22022
Self-directed linear classification
I Diakonikolas, V Kontonis, C Tzamos, N Zarifis
The Thirty Sixth Annual Conference on Learning Theory, 2919-2947, 2023
12023
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