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KuangyiZhu / ML_Survey

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Regression #31

Closed KuangyiZhu closed 8 years ago

KuangyiZhu commented 8 years ago

ICML 2012

[x] Linear Regression with Limited Observation [REGRESSION]

ICML 2013

[x] Robust Sparse Regression under Adversarial Corruption

ICML 2014

[x] Heavy-tailed regression with a generalized median-of-means
[x] Admixture of Poisson MRFs: A Topic Model with Word Dependencies
[x] Heavy-tailed regression with a generalized median-of-means

ICML 2015

[x] Attribute Efficient Linear Regression with Distribution-Dependent Sampling
[x] PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data

KDD 2012

[x] Intelligible models for classification and regression

KDD 2013

[x] Discovering latent influence in online social activities via shared cascade poisson processes.
[x] On the equivalent of low-rank linear regressions and linear discriminant analysis based regressions.
[x] Using "big data" to solve "small data" problems.

KDD 2014

[x] Clinical risk prediction with multilinear sparse logistic regression.
[x] Online multiple kernel regression.
[x] Multi-task copula by sparse graph regression.

KuangyiZhu commented 8 years ago

[x] Multi-level Lasso for Sparse Multi-task Regression
[x] Density-based logistic regression.