Search Results for author: Arinbjorn Kolbeinsson

Found 2 papers, 0 papers with code

How many weights are enough : can tensor factorization learn efficient policies ?

no code implementations25 Sep 2019 Pierre H. Richemond, Arinbjorn Kolbeinsson, Yike Guo

Deep reinforcement learning requires a heavy price in terms of sample efficiency and overparameterization in the neural networks used for function approximation.

reinforcement-learning Reinforcement Learning (RL)

Tensor Regression Networks

no code implementations26 Jul 2017 Jean Kossaifi, Zachary C. Lipton, Arinbjorn Kolbeinsson, Aran Khanna, Tommaso Furlanello, Anima Anandkumar

First, we introduce Tensor Contraction Layers (TCLs) that reduce the dimensionality of their input while preserving their multilinear structure using tensor contraction.

regression

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