Mehrdad Mahdavi
Mehrdad Mahdavi
Assistant Professor of Computer Science, Pennsylvania State University
Adresse e-mail validée de psu.edu - Page d'accueil
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An improved harmony search algorithm for solving optimization problems
M Mahdavi, M Fesanghary, E Damangir
Applied Mathematics and Computation 188 (2), 1567-1579, 2007
18502007
Global-best harmony search
MGH Omran, M Mahdavi
Applied mathematics and computation 198 (2), 643-656, 2008
8962008
Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems
M Fesanghary, M Mahdavi, M Minary-Jolandan, Y Alizadeh
Computer methods in applied mechanics and engineering 197 (33), 3080-3091, 2008
3392008
Nystrom method vs random fourier features: a theoretical and empirical comparison
T Yang, YF Li, M Mahdavi, R Jin, ZH Zhou
Advances in Neural Information Processing Systems, 2012
2472012
Harmony k-means algorithm for document clustering
M Mahdavi, H Abolhassani
Data Mining and Knowledge Discovery 18 (3), 370-391, 2009
1532009
Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing
R Forsati, AT Haghighat, M Mahdavi
Computer Communications 31 (10), 2505-2519, 2008
1312008
Novel meta-heuristic algorithms for clustering web documents
M Mahdavi, MH Chehreghani, H Abolhassani, R Forsati
Applied Mathematics and Computation 201 (1-2), 441-451, 2008
1262008
Online optimization with gradual variations.
CK Chiang, T Yang, CJ Lee, M Mahdavi, CJ Lu, R Jin, S Zhu
Journal of Machine Learning Research-Proceedings Track 23, 6.1-6.20, 2012
1172012
Linear convergence with condition number independent access of full gradients
L Zhang, M Mahdavi, R Jin
Advances in Neural Information Processing Systems, 980-988, 2013
1072013
Trading regret for efficiency: online convex optimization with long term constraints
M Mahdavi, R Jin, T Yang
Journal of Machine Learning Research (JMLR) 13, 2503−2528, 2012
1062012
Matrix factorization with explicit trust and distrust side information for improved social recommendation
R Forsati, M Mahdavi, M Shamsfard, M Sarwat
ACM Transactions on Information Systems (TOIS) 32 (4), 1-38, 2014
1052014
Efficient stochastic algorithms for document clustering
R Forsati, M Mahdavi, M Shamsfard, MR Meybodi
Information Sciences 220, 269-291, 2013
982013
Advances in neural information processing systems
HH Yang, YF Li, M Mahdavi, R Jin, ZH Zhou
26th Annual Conference on Neural Information Processing Systems, 2012
702012
Recovering the optimal solution by dual random projection
L Zhang, M Mahdavi, R Jin, T Yang
Conference on Learning Theory (COLT), 2012
642012
Robust ensemble clustering by matrix completion
J Yi, T Yang, R Jin, AK Jain, M Mahdavi
Data Mining (ICDM), 2012 IEEE 12th International Conference on, 1176-1181, 2012
632012
Hybridization of k-means and harmony search methods for web page clustering
R Forsati, MR Meybodi, M Mahdavi, AG Neiat
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web …, 2008
582008
Web page clustering using harmony search optimization
R Forsati, M Mahdavi, M Kangavari, B Safarkhani
2008 Canadian Conference on Electrical and Computer Engineering, 001601-001604, 2008
522008
Improved bounds for the Nystrom method with application to kernel classification
R Jin, T Yang, M Mahdavi, Y Li, Z Zhou
IEEE Transactions on Information Theory, 2012
412012
Mixed optimization for smooth functions
M Mahdavi, L Zhang, R Jin
Advances in Neural Information Processing Systems, 674-682, 2013
382013
Stochastic convex optimization with multiple objectives
M Mahdavi, T Yang, R Jin
Advances in Neural Information Processing Systems, 1115-1123, 2013
332013
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