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Konstantinos Stavropoulos
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Conference and Workshop Papers
- 2024
- [c8]Gautam Chandrasekaran, Adam R. Klivans, Vasilis Kontonis, Raghu Meka, Konstantinos Stavropoulos:
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension. COLT 2024: 876-922 - [c7]Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
Testable Learning with Distribution Shift. COLT 2024: 2887-2943 - [c6]Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds. COLT 2024: 2944-2978 - [c5]Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
An Efficient Tester-Learner for Halfspaces. ICLR 2024 - 2023
- [c4]Aravind Gollakota, Parikshit Gopalan, Adam R. Klivans, Konstantinos Stavropoulos:
Agnostically Learning Single-Index Models using Omnipredictors. NeurIPS 2023 - [c3]Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
Tester-Learners for Halfspaces: Universal Algorithms. NeurIPS 2023 - 2022
- [c2]Alkis Kalavasis, Konstantinos Stavropoulos, Emmanouil Zampetakis:
Learning and Covering Sums of Independent Random Variables with Unbounded Support. NeurIPS 2022 - 2021
- [c1]Dimitris Fotakis, Alkis Kalavasis, Konstantinos Stavropoulos:
Aggregating Incomplete and Noisy Rankings. AISTATS 2021: 2278-2286
Informal and Other Publications
- 2024
- [i10]Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds. CoRR abs/2404.02364 (2024) - [i9]Surbhi Goel, Abhishek Shetty, Konstantinos Stavropoulos, Arsen Vasilyan:
Tolerant Algorithms for Learning with Arbitrary Covariate Shift. CoRR abs/2406.02742 (2024) - [i8]Gautam Chandrasekaran, Adam R. Klivans, Vasilis Kontonis, Konstantinos Stavropoulos, Arsen Vasilyan:
Efficient Discrepancy Testing for Learning with Distribution Shift. CoRR abs/2406.09373 (2024) - [i7]Gautam Chandrasekaran, Adam R. Klivans, Vasilis Kontonis, Raghu Meka, Konstantinos Stavropoulos:
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension. CoRR abs/2407.00966 (2024) - 2023
- [i6]Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
An Efficient Tester-Learner for Halfspaces. CoRR abs/2302.14853 (2023) - [i5]Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
Tester-Learners for Halfspaces: Universal Algorithms. CoRR abs/2305.11765 (2023) - [i4]Aravind Gollakota, Parikshit Gopalan, Adam R. Klivans, Konstantinos Stavropoulos:
Agnostically Learning Single-Index Models using Omnipredictors. CoRR abs/2306.10615 (2023) - [i3]Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan:
Testable Learning with Distribution Shift. CoRR abs/2311.15142 (2023) - 2022
- [i2]Alkis Kalavasis, Konstantinos Stavropoulos, Manolis Zampetakis
:
Learning and Covering Sums of Independent Random Variables with Unbounded Support. CoRR abs/2210.13313 (2022) - 2020
- [i1]Dimitris Fotakis, Alkis Kalavasis, Konstantinos Stavropoulos:
Aggregating Incomplete and Noisy Rankings. CoRR abs/2011.00810 (2020)
Coauthor Index
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