cainmagi / Literature-inspections

The inspections on some important literatures, mainly including codes.

machine-learning machine-learning-algorithms loss-functions optimization optimization-algorithms deep-learning neural-network stochastic-optimization metropolis-hastings metropolis gibbs-sampling gibbs-sampler gibbs-sampling-algorithm monte-carlo monte-carlo-simulation monte-carlo-methods monte-carlo-integration importance-sampling

Literature Inspections

This project is a collection of the literature reviews for read papers. I would post the reproductions and codes to this project if I learn a new paper.

Update Report

@ 01/28/2019

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Upload the literature review for "The Lovász-Softmax loss: A tractable surrogate for the optimization of the intersection-over-union measure in neural networks".

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The inspections on some important literatures, mainly including codes.

machine-learning machine-learning-algorithms loss-functions optimization optimization-algorithms deep-learning neural-network stochastic-optimization metropolis-hastings metropolis gibbs-sampling gibbs-sampler gibbs-sampling-algorithm monte-carlo monte-carlo-simulation monte-carlo-methods monte-carlo-integration importance-sampling

MIT License