A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families

Brian Axelrod, Ilias Diakonikolas, Alistair Stewart, Anastasios Sidiropoulos, Gregory Valiant. A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families. In Hanna M. Wallach, Hugo Larochelle, Alina Beygelzimer, Florence d'Alché-Buc, Edward A. Fox, Roman Garnett, editors, Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, 8-14 December 2019, Vancouver, BC, Canada. pages 7721-7733, 2019. [doi]

Authors

Brian Axelrod

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Ilias Diakonikolas

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Alistair Stewart

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Anastasios Sidiropoulos

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Gregory Valiant

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