Rafael Frongillo
3 papers in the PaperMetrix corpus
Papers by this author
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On elicitation complexity
2015 · Neural Information Processing Systems
Elicitation is the study of statistics or properties which are computable via empirical risk minimization. While several recent papers have approached the general question of which properties are elicitable, we suggest that this is the …
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Multi-Observation Elicitation
2017 · arXiv (Cornell University)
We study loss functions that measure the accuracy of a prediction based on multiple data points simultaneously. To our knowledge, such loss functions have not been studied before in the area of property elicitation or …
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An Embedding Framework for Consistent Polyhedral Surrogates
2019 · arXiv (Cornell University)
We formalize and study the natural approach of designing convex surrogate loss functions via embeddings, for problems such as classification, ranking, or structured prediction. In this approach, one embeds each of the finitely many predictions …