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Adaptive Non-reversible Stochastic Gradient Langevin Dynamics
It is well known that adding any skew symmetric matrix to the gradient o...
09/26/2020 ∙ by Vikram Krishnamurthy, et al. ∙
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Multi-kernel Passive Stochastic Gradient Algorithms
This paper develops a novel passive stochastic gradient algorithm. In pa...
08/23/2020 ∙ by Vikram Krishnamurthy, et al. ∙
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Langevin Dynamics for Inverse Reinforcement Learning of Stochastic Gradient Algorithms
Inverse reinforcement learning (IRL) aims to estimate the reward functio...
06/20/2020 ∙ by Vikram Krishnamurthy, et al. ∙
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