# Isotonic regression

## Papers overview

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2014

2014

- 2014

We present a new computational and statistical approach for fitting isotonic models under convex differentiable loss functions… (More)

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2012

2012

- Algorithmica
- 2012

Algorithms are given for determining weighted isotonic regressions satisfying order constraints specified via a directed acyclic… (More)

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2012

2012

- J. Optimization Theory and Applications
- 2012

Given a function f and weights w on the vertices of a directed acyclic graph G, an isotonic regression of (f, w) is an order… (More)

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2011

2011

- Technometrics
- 2011

We consider the problem of approximating a sequence of data points with a “nearly-isotonic”, or nearly-monotone function. This is… (More)

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2010

2010

- 2010

The standard isotonic regression of a vector in IRn is the solution to a least squares projection problem on the cone C of… (More)

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Highly Cited

2009

Highly Cited

2009

- COLT
- 2009

The Perceptron algorithm elegantly solves binary classification problems that have a margin between positive and negative… (More)

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2008

2008

- Computational Statistics & Data Analysis
- 2008

This paper gives optimal algorithms for determining realvalued univariate unimodal regressions, that is, for determining the… (More)

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2007

Highly Cited

2007

- WWW
- 2007

We develop a novel framework for the page-level template detection problem. Our framework is built on two main ideas. The first… (More)

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2006

Highly Cited

2006

- NIPS
- 2006

We examine the problem of predicting local sentiment flow in d ocuments, and its application to several areas of text analysis… (More)

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2002

2002

- 2002

Nonasymptotic risk bounds are provided for maximum likelihood-type isotonic estimators of an unknown nondecreasing regression… (More)

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