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Advances in Computer Science and Engineering: 13th International CSI...
books.google.de
737 Mehrdad Mahdavi, Rana Forsati, and Ali Movaghar Cellular Probabilistic Evolutionary Algorithms for Real-Coded Function Optimization.
Music-Inspired Harmony Search Algorithm: Theory and Applications -...
books.google.de
Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes...
[ v2] An Efficient Primal-Dual Prox Method for Non-Smooth...
arxiv.org
Authors:Tianbao Yang, Rong Jin, Mehrdad Mahdavi, Shenghuo Zhu · Download PDF. Abstract: We consider the non-smooth optimization problems in machine ...
Mixed Optimization for Smooth Functions
proceedings.neurips.cc
Electronic Proceedings of Neural Information Processing Systems
[ ] Trading Regret for Efficiency: Online Convex Optimization...
arxiv.org
DBLP - CS Bibliography. listing | bibtex · Mehrdad Mahdavi ... From: Mehrdad Mahdavi [view email] [v1] Fri, 25 Nov :51:29 GMT (27kb)
Regret bounded by gradual variation for online convex optimization -...
www.proquest.com
Tianbao Yang · Mehrdad Mahdavi · Rong Jin ·. Shenghuo Zhu. Received: 6 November Accepted: 19 September Published ...
Mehrdad Mahdavi - Google Scholar
scholar.google.de
Assistant Professor of Computer Science, Pennsylvania State University - 引用: 5,980 件 - Machine Learning - Optimization Theory - Learning Theory
OPT 2012: Optimization for Machine Learning
opt.kyb.tuebingen.mpg.de
Mehrdad Mahdavi, Tianbao Yang and Rong Jin. Online Stochastic Optimization with Multiple Objectives; Silvia Villa, Saverio Salzo, Luca Baldassarre and Alessandro Verri. Convergence rates of nested accelerated inexact proximal methods; John Moeller, Parasaran Raman, Avishek Saha and Suresh Venkatasubramanian.
OPT 2015: Optimization for Machine Learning
opt-ml.org
On the Tightness of LP Relaxations for Structured Prediction - Ofer Meshi, Mehrdad Mahdavi and David Sontag; On Lower and Upper Bounds in Smooth and Strongly Convex Optimization - Yossi Arjevani, Shai Shalev-Shwartz and Ohad Shamir
Mehrdad Mahdavi, Machine Learning and Optimizationwww.cse.psu.edu › ~mzm616
www.cse.psu.edu
Mehrdad Mahdavi. Assistant Professor. Department of Computer Science & Engineering · Pennsylvania State University. I am an Assistant Professor of ...
Mehrdad Mahdavi, Machine Learning, Optimization, and Learning Theory
home.ttic.edu
Mehrdad Mahdavi, Machine Learning, Optimization, and Learning Theory
Penn State Engineering: EECS Directory
www.eecs.psu.edu
Interest Areas: Large-scale optimization, High-dimensional learning, Convex and non-convex Optimization, Distributed optimization, Statistical and ...
Lower and Upper Bounds on the Generalization of Stochastic...
proceedings.mlr.press
Lower and Upper Bounds on the Generalization of Stochastic Exponentially Concave OptimizationMehrdad Mahdavi, Lijun Zhang, Rong JinIn this paper...
Online Optimization with Gradual Variations
proceedings.mlr.press
Online Optimization with Gradual Variations. [edit]. Chao-Kai Chiang, Tianbao Yang, Chia-Jung Lee, Mehrdad Mahdavi, Chi-Jen Lu, Rong Jin, Shenghuo Zhu ;.
Trading Regret for Efficiency: Online Convex Optimization with Long...
www.jmlr.org
Trading Regret for Efficiency: Online Convex Optimization with Long Term Constraints. Mehrdad Mahdavi, Rong Jin, Tianbao Yang; 13(81):2503−2528,
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