Published on Psychology Today (http://www.psychologytoday.com) How analyzing your problems may be counterproductive By Ray B. Williams Created Feb:39am

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Printed from Coping with depression: Step back and analyse 30 Sep 2008, 0000 hrs IST, ANI People can cope with depression by controlling their emotions and analysing the upsetting event as a person watching it

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

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

Orthogonal Matching Pursuit with Replacement Prateek Jain Microsoft Research India Bangalore, INDIA

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

• Numerical linear algebra
• Mathematics
• Information science
• Dimension reduction
• Sparse approximation
• Information retrieval
• Locality-sensitive hashing
• Thresholding
• Matrix
• Sparse matrix
• Wavelet

Department of Mathematics the power The Department of Mathematics is an internationally recognized leader in mathematical research and mathematical instruction innovation—particularly for its developments in inquiry-ba

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This article appeared in a journal published by Elsevier. The attached copy is furnished to the author for internal non-commercial research and education use, including for instruction at the authors institution and shar

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Deterministic MDPs with Adversarial Rewards and Bandit Feedback Raman Arora TTIC 6045 S. Kenwood Ave. Chicago, IL 60637, USA

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

• Markov models
• Markov processes
• Stochastic optimization
• Mathematical optimization
• Operations research
• Reinforcement learning
• Markov decision process
• Algorithm
• Multi-armed bandit
• Dynamic programming
• Shortest path problem
• PP

Journal of Machine Learning Research1890 Submitted 12/10; Revised 10/11; Published 6/12 Regularization Techniques for Learning with Matrices Sham M. Kakade

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

• Mathematical analysis
• Mathematical optimization
• Mathematics
• Convex analysis
• Convex function
• Bregman divergence
• Convex conjugate
• Lp space
• Convex optimization
• Online machine learning
• Norm
• Multiple kernel learning

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