On Iterative Hard Thresholding Methods for High-dimensional M-Estimation Prateek Jain∗ Ambuj Tewari†

Source URL: dept.stat.lsa.umich.edu

• Statistics
• Statistical theory
• Estimation theory
• Sparse approximation
• Bias of an estimator
• Consistent estimator
• Loss function
• M-estimator
• Linear regression
• Sufficient statistic

RAPID COMMUNICATIONS PHYSICAL REVIEW B 79, 180504共R兲 共2009兲 Theory of the excitonic spin-density-wave state in iron pnictides P. M. R. Brydon* and C. Timm†

Source URL: www.physik.tu-dresden.de

49 NAÏVE SET THEORY by Anthony Huberman See Figure 1 (pTo Summarise:

Source URL: www.dextersinister.org

• Visual arts
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• Against Interpretation
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ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models Sanjay Krishnan, Jiannan Wang, Eugene Wu † , Michael J. Franklin, Ken Goldberg UC Berkeley, † Columbia University {sanjaykrishnan, jnwang, fran

Source URL: sampleclean.org

• Statistics
• Statistical theory
• Estimator
• Statistical inference
• M-estimators
• Convex optimization
• Stochastic gradient descent
• Bias of an estimator
• Loss function
• Data analysis
• Linear regression
• Generalised Hough transform

A fractional derivative on the Wiener space and applications to approximation theory Stefan Geiss University of Innsbruck Given an abstract Wiener space on a probability space (M, Σ, µ) and Z ∈ L2 , we introduce a fr

Source URL: icsaa.iam.uni-bonn.de

PHYSICAL REVIEW B 84, Microscopically derived Ginzburg-Landau theory for magnetic order in the iron pnictides P. M. R. Brydon,* Jacob Schmiedt, and Carsten Timm† Institut f¨ur Theoretische Physik, Techn

Source URL: www.physik.tu-dresden.de

Simulation Modelling Practice and Theory–216 www.elsevier.com/locate/simpat Evaluation of efficient security for BGP route announcements using parallel simulation David M. Nicol

Source URL: www.ists.dartmouth.edu

A DAPTIVE S UBMODULAR M AXIMIZATION IN B ANDIT S ETTING V ICTOR G ABILLON , B RANISLAV K VETON , Z HENG W EN , B RIAN E RIKSSON , S. M UTHUKRISHNAN Our approach: Mimic the greedy policy π while learning P (Φ).

Source URL: victorgabillon.nfshost.com

• Mathematics
• Mathematical analysis
• Algebra
• Distribution
• Number theory
• operator
• Linear temporal logic

Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction Anqi Liu Lev Reyzin Brian D. Ziebart

Source URL: www.levreyzin.com

• Machine learning
• Statistics
• Learning
• Estimation theory
• Statistical theory
• M-estimators
• Supervised learning
• Generalization error
• Cross entropy
• Maximum likelihood estimation
• Regression analysis
• Loss function

RecapMLE .............

Source URL: genome.sph.umich.edu

• Estimation theory
• Statistical theory
• M-estimators
• Bayesian statistics
• Maximum likelihood estimation
• Bias of an estimator
• Likelihood function