Mehrdad Mahdavi
Mehrdad Mahdavi
Assistant Professor of Computer Science, Pennsylvania State University
Verified email at psu.edu - Homepage
Title
Cited by
Cited by
Year
An improved harmony search algorithm for solving optimization problems
M Mahdavi, M Fesanghary, E Damangir
Applied Mathematics and Computation 188 (2), 1567-1579, 2007
20522007
Global-best harmony search
MGH Omran, M Mahdavi
Applied mathematics and computation 198 (2), 643-656, 2008
9542008
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
3592008
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
2992012
Harmony k-means algorithm for document clustering
M Mahdavi, H Abolhassani
Data Mining and Knowledge Discovery 18 (3), 370-391, 2009
1662009
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
1542012
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
1482012
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
1352008
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
1332008
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
1252013
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
1242014
Efficient stochastic algorithms for document clustering
R Forsati, M Mahdavi, M Shamsfard, MR Meybodi
Information Sciences 220, 269-291, 2013
1152013
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
732012
Recovering the optimal solution by dual random projection
L Zhang, M Mahdavi, R Jin, T Yang
Conference on Learning Theory (COLT), 2012
702012
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
602008
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
572008
Local sgd with periodic averaging: Tighter analysis and adaptive synchronization
F Haddadpour, MM Kamani, M Mahdavi, VR Cadambe
arXiv preprint arXiv:1910.13598, 2019
562019
Mixed optimization for smooth functions
M Mahdavi, L Zhang, R Jin
Advances in Neural Information Processing Systems, 674-682, 2013
462013
Adaptive personalized federated learning
Y Deng, MM Kamani, M Mahdavi
arXiv preprint arXiv:2003.13461, 2020
452020
On the convergence of local descent methods in federated learning
F Haddadpour, M Mahdavi
arXiv preprint arXiv:1910.14425, 2019
452019
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