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Convex function
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#	Item
401	Journal of Machine Learning Research[removed]) ??-?? Submitted[removed]; Revised[removed]; Published[removed]Efficient Online and Batch Learning using Forward Backward Splitting Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2009-12-18 19:57:35 Convex analysis Subgradient method Convex optimization Lipschitz continuity Subderivative Convex function Gradient descent Continuous function Vector space Mathematical analysis Mathematical optimization Mathematics
402	Journal of Machine Learning Research[removed]427 Submitted 8/10; Revised 12/11; Published 2/12 Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-03-03 12:39:19 Physics Mathematics Reproducing kernel Hilbert space Positive-definite kernel Fourier series Kernel Hilbert transform Positive-definite function on a group Operator theory Hilbert space Mathematical analysis
403	Journal of Machine Learning Research[removed]1080 Submitted 10/08; Revised 12/09; Published 3/10 Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2010-04-09 15:03:36 Operations research Convex optimization Convex analysis Bregman divergence Linear programming relaxation Randomized rounding Relaxation Convex function Duality Mathematical optimization Mathematics Linear programming
404	c 2012 Society for Industrial and Applied Mathematics SIAM J. OPTIM. Vol. 22, No. 2, pp. 674–701 Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-07-22 18:55:21 Convex analysis Stochastic optimization Convex function Mathematical optimization Lipschitz continuity Normal distribution Lp space Gradient descent Stochastic gradient descent Mathematical analysis Mathematics Fourier analysis
405	IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 58, NO. 5, MAY[removed]Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-05-10 11:53:02 Convex analysis Operations research Convex optimization Convex function Lipschitz continuity Computational complexity theory Oracle machine Stochastic gradient descent PP Mathematical optimization Mathematical analysis Mathematics
406	c 2012 Society for Industrial and Applied Mathematics SIAM J. OPTIM. Vol. 22, No. 2, pp. 674–701 Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2012-07-23 18:12:28 Convex analysis Stochastic optimization Convex function Mathematical optimization Lipschitz continuity Normal distribution Lp space Gradient descent Stochastic gradient descent Mathematical analysis Mathematics Fourier analysis
407	Optimal rates for zero-order convex optimization: the power of two function evaluations John C. Duchi† Michael I. Jordan∗ Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-08-20 20:23:29 M-estimators Maximum likelihood Hájek–Le Cam convolution theorem Estimation theory Statistics Statistical theory
408	The µ -problem Robustness, Networks, Scalability Lund - Caltech Interaction for 20+ Years Anders Rantzer LCCC Linnaeus Center, Lund University, Sweden Add to Reading List Source URL: cds20.caltech.edu Language: English - Date: 2014-08-14 11:50:08 Convex analysis Convex function
409	Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling arXiv:1005.2012v3 [math.OC] 10 Apr[removed]John C. Duchi1 Add to Reading List Source URL: arxiv.org Language: English - Date: 2011-04-12 10:45:22 Convex analysis Convex optimization Operations research Subgradient method Perceptron Gradient descent Topology Subderivative Convex function Mathematical optimization Mathematical analysis Numerical analysis
410	DOUBLE-LAYERED DYNAMICS: A UNIFIED THEORY OF PROJECTED DYNAMICAL SYSTEMS AND EVOLUTIONARY VARIATIONAL INEQUALITIES Monica-Gabriela Cojocaru1 , Patrizia Daniele2 , Anna Nagurney3 1 Department Add to Reading List Source URL: supernet.isenberg.umass.edu Language: English - Date: 2012-01-12 13:40:50 Partial differential equations Calculus of variations Convex analysis Linear algebra Dynamical systems Projected dynamical system Differential inclusion Variational inequality Convex function Mathematical analysis Mathematics Calculus

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