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Tosca Lechner
Tosca Lechner
Verified email at uwaterloo.ca
Title
Cited by
Cited by
Year
On learnability wih computable learners
S Agarwal, N Ananthakrishnan, S Ben-David, T Lechner, R Urner
Algorithmic Learning Theory, 48-60, 2020
202020
Learning losses for strategic classification
T Lechner, R Urner
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7337-7344, 2022
112022
Impossibility results for fair representations
T Lechner, S Ben-David, S Agarwal, N Ananthakrishnan
arXiv preprint arXiv:2107.03483, 2021
112021
Open Problem: Are all VC-classes CPAC learnable?
S Agarwal, N Ananthakrishnan, S Ben-David, T Lechner, R Urner
Conference on Learning Theory, 4636-4641, 2021
62021
Strategic classification with unknown user manipulations
T Lechner, R Urner, S Ben-David
International Conference on Machine Learning, 18714-18732, 2023
52023
Impossibility of Characterizing Distribution Learning--a simple solution to a long-standing problem
T Lechner, S Ben-David
arXiv preprint arXiv:2304.08712, 2023
32023
Distribution learnability and robustness
S Ben-David, A Bie, G Kamath, T Lechner
Advances in Neural Information Processing Systems 36, 2024
12024
Inherent Limitations of Multi-Task Fair Representations
T Lechner, S Ben-David
Conference on Lifelong Learning Agents, 583-603, 2022
12022
Identifying regions of trusted predictions
N Ananthakrishnan, S Ben-David, T Lechner, R Urner
Uncertainty in Artificial Intelligence, 2125-2134, 2021
12021
Domain Adaptation Under Causal Assumptions
T Lechner
Tübingen, Germany: Eberhard Karls Universität Tübingen Tübingen, 2018
12018
Adversarially Robust Learning with Uncertain Perturbation Sets
T Lechner, V Pathak, R Urner
Advances in Neural Information Processing Systems 36, 2024
2024
Pointwise Confidence scores with provable guarantees
N Ananthakrishnan, S Ben-David, T Lechner
2021
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Articles 1–12