# Huber loss

## Papers overview

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2016

2016

- ArXiv
- 2016

This paper addresses the scalar regression problem through a novel solution to exactly optimize the Huber loss in a general semi… (More)

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2016

2016

- IEEE Signal Processing Letters
- 2016

In this letter, we consider a class of generalized multivariate Huber (GMH) loss functions. Our goal is parameter estimation in… (More)

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2015

2015

- IEEE Winter Conference on Applications of…
- 2015

This paper presents a way of using the Iteratively Reweighted Least Squares (IRLS) method to minimize several robust cost… (More)

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2009

2009

- IEEE Transactions on Image Processing
- 2009

In this paper, a new similarity measure for fractal image compression (FIC) is introduced. In the proposed Huber fractal image… (More)

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2009

2009

- 2009

The presented work is motivated by the problem of restoring severely degraded historic video material via an optical flow-based… (More)

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2008

2008

- 2008

In this paper a high-resolution (HR) thermal infrared image is reconstructed from a sequence of subpixel shifted, aliased low… (More)

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2007

2007

- 2007

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2003

2003

- 2003

The “Huber function” (or “Huber norm”) is one of several robust error measures which interpolates between smooth (l 2) treatment… (More)

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Highly Cited

2001

Highly Cited

2001

- IEEE Trans. Signal Processing
- 2001

Nonlinear filtering techniques based on the theory of robust estimation are introduced. Some deterministic and asymptotic… (More)

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2001

2001

- 2001

In the earthworm Lumbricus terrestris L., mating occurs on the soil surface, but partners remain anchored in their burrow and… (More)

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