Konstantinos Stavropoulos

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Identically Distributed

Random Variables

Top Venues

Publications

Gautam Chandrasekaran, Adam T. Klivans, Vasilis Kontonis, Raghu Meka, Konstantinos Stavropoulos
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension. COLT (2024)
Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
Testable Learning with Distribution Shift. COLT (2024)
Gautam Chandrasekaran, Adam R. Klivans, Vasilis Kontonis, Konstantinos Stavropoulos, Arsen Vasilyan
Efficient Discrepancy Testing for Learning with Distribution Shift. CoRR (2024)
Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds. CoRR (2024)
Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
Learning Intersections of Halfspaces with Distribution Shift: Improved Algorithms and SQ Lower Bounds. COLT (2024)
Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
An Efficient Tester-Learner for Halfspaces. ICLR (2024)
Surbhi Goel, Abhishek Shetty, Konstantinos Stavropoulos, Arsen Vasilyan
Tolerant Algorithms for Learning with Arbitrary Covariate Shift. CoRR (2024)
Gautam Chandrasekaran, Adam R. Klivans, Vasilis Kontonis, Raghu Meka, Konstantinos Stavropoulos
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension. CoRR (2024)
Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
Tester-Learners for Halfspaces: Universal Algorithms. NeurIPS (2023)
Aravind Gollakota, Parikshit Gopalan, Adam R. Klivans, Konstantinos Stavropoulos
Agnostically Learning Single-Index Models using Omnipredictors. NeurIPS (2023)
Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
Tester-Learners for Halfspaces: Universal Algorithms. CoRR (2023)
Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
Testable Learning with Distribution Shift. CoRR (2023)
Aravind Gollakota, Parikshit Gopalan, Adam R. Klivans, Konstantinos Stavropoulos
Agnostically Learning Single-Index Models using Omnipredictors. CoRR (2023)
Aravind Gollakota, Adam R. Klivans, Konstantinos Stavropoulos, Arsen Vasilyan
An Efficient Tester-Learner for Halfspaces. CoRR (2023)
Alkis Kalavasis, Konstantinos Stavropoulos, Manolis Zampetakis
Learning and Covering Sums of Independent Random Variables with Unbounded Support. CoRR (2022)
Alkis Kalavasis, Konstantinos Stavropoulos, Emmanouil Zampetakis
Learning and Covering Sums of Independent Random Variables with Unbounded Support. NeurIPS (2022)
Dimitris Fotakis, Alkis Kalavasis, Konstantinos Stavropoulos
Aggregating Incomplete and Noisy Rankings. AISTATS (2021)
Dimitris Fotakis, Alkis Kalavasis, Konstantinos Stavropoulos
Aggregating Incomplete and Noisy Rankings. CoRR (2020)