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Thanasis Pittas
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The optimality of polynomial regression for agnostic learning under gaussian marginals in the SQ model
I Diakonikolas, DM Kane, T Pittas, N Zarifis
Conference on Learning Theory, 1552-1584, 2021
82021
Statistical query lower bounds for list-decodable linear regression
I Diakonikolas, D Kane, A Pensia, T Pittas, A Stewart
Advances in Neural Information Processing Systems 34, 3191-3204, 2021
52021
The optimality of polynomial regression for agnostic learning under gaussian marginals
I Diakonikolas, DM Kane, T Pittas, N Zarifis
arXiv preprint arXiv:2102.04401, 2021
52021
Robust Sparse Mean Estimation via Sum of Squares
I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas
arXiv preprint arXiv:2206.03441, 2022
12022
Streaming Algorithms for High-Dimensional Robust Statistics
I Diakonikolas, DM Kane, A Pensia, T Pittas
arXiv preprint arXiv:2204.12399, 2022
12022
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering
I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas
arXiv preprint arXiv:2206.05245, 2022
2022
Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries
D Fotakis, T Pittas, S Skoulakis
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4045-4053, 2021
2021
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