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Shai Ben-David

University of Waterloo
Technion – Israel Institute of Technology

206

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12547

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Impossibility results for fair representations

2021 arXiv: Learning
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Learnability can be independent of set theory (invited paper)

2021 STOC | Symposium on the Theory of Computing
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Weighted clustering: Towards solving the user’s dilemma

2021 Pattern Recognition
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Open Problem: Are all VC-classes CPAC learnable?

2021 COLT | Conference on Learning Theory
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Identifying Regions of Trusted Predictions

2021 UAI | Uncertainty in Artificial Intelligence
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On Learnability wih Computable Learners.

2020 ALT | Algorithmic Learning Theory
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Near-optimal Sample Complexity Bounds for Robust Learning of Gaussian Mixtures via Compression Schemes

2020 Journal of the ACM
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Author Correction: Learnability can be undecidable

2019 Nature Machine Intelligence
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Semi-supervised clustering for de-duplication

2019 AISTATS | International Conference on Artificial Intelligence and Statistics
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A Semi-Supervised Framework of Clustering Selection for De-Duplication

2019 ICDE | International Conference on Data Engineering
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