Barnabás Póczos
3 papers in the PaperMetrix corpus
Papers by this author
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Fast Stochastic Methods for Nonsmooth Nonconvex Optimization
2016 · arXiv (Cornell University)
We analyze stochastic algorithms for optimizing nonconvex, nonsmooth finite-sum problems, where the nonconvex part is smooth and the nonsmooth part is convex. Surprisingly, unlike the smooth case, our knowledge of this fundamental problem is very …
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Proximal stochastic methods for nonsmooth nonconvex finite-sum optimization
2016 · Neural Information Processing Systems
We analyze stochastic algorithms for optimizing nonconvex, nonsmooth finite-sum problems, where the nonsmooth part is convex. Surprisingly, unlike the smooth case, our knowledge of this fundamental problem is very limited. For example, it is not …
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Competence-based Curriculum Learning for Neural Machine Translation
2019
Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabas Poczos, Tom Mitchell. Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short …