NaviSense
Ajay Narayanan Sridhar, Fuli Qiao, Nelson Daniel Troncoso Aldas, Yanpei Shi, Mehrdad Mahdavi, Laurent Itti, Vijaykrishnan Narayanan,
Oct 22 2025,
In: ASSETS 2025 - Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility
Date: Oct 22 2025
Determinants of U.S. residential energy consumption at national and state levels
Sepideh Sadat Korsavi, Rahman Azari, Lisa D. Iulo, Mehrdad Mahdavi,
Jul 2025,
In: Energy Policy
Date: Jul 2025
Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees
Yuyang Deng, Fuli Qiao, Mehrdad Mahdavi,
2025,
In: Proceedings of Machine Learning Research
Date: 2025
Low-rank Momentum Factorization for Memory Efficient Training
Pouria Mahdavinia, Mehrdad Mahdavi,
2025,
In: Transactions on Machine Learning Research
Date: 2025
On the Generalization Ability of Unsupervised Pretraining
Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi,
2024,
In: Proceedings of Machine Learning Research
Date: 2024
Stochastic Quantum Sampling for Non-Logconcave Distributions and Estimating Partition Functions
Guneykan Ozgul, Xiantao Li, Mehrdad Mahdavi, Chunhao Wang,
2024,
In: Proceedings of Machine Learning Research
Date: 2024
Learn more, but bother less
Fuli Qiao, Mehrdad Mahdavi,
2024,
In: Advances in Neural Information Processing Systems
Date: 2024
DO WE REALLY NEED COMPLICATED MODEL ARCHITECTURES FOR TEMPORAL NETWORKS?
Weilin Cong, Si Zhang, Jian Kang, Baichuan Yuan, Hao Wu, Xin Zhou, Hanghang Tong, Mehrdad Mahdavi,
2023,
In:
Date: 2023
DyFormer
Weilin Cong, Yanhong Wu, Yuandong Tian, Mengting Gu, Yinglong Xia, Chun Cheng Jason Chen, Mehrdad Mahdavi,
2023,
In: 2023 SIAM International Conference on Data Mining, SDM 2023
Date: 2023
Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection
Weilin Cong, Mehrdad Mahdavi,
2023,
In: Proceedings of Machine Learning Research
Date: 2023
An improved harmony search algorithm for solving optimization problems
M. Mahdavi, M. Fesanghary, E. Damangir,
May 15 2007,
In: Applied Mathematics and Computation
Citations: 1,854
Global-best harmony search
Mahamed G.H. Omran, Mehrdad Mahdavi,
May 1 2008,
In: Applied Mathematics and Computation
Citations: 780
Hybridizing harmony search algorithm with sequential quadratic programming for engineering optimization problems
M. Fesanghary, M. Mahdavi, M. Minary-Jolandan, Y. Alizadeh,
Jun 1 2008,
In: Computer Methods in Applied Mechanics and Engineering
Citations: 297
Nyström method vs random Fourier features
Tianbao Yang, Yu Feng Li, Mehrdad Mahdavi, Rong Jin, Zhi Hua Zhou,
2012,
In: Advances in Neural Information Processing Systems 25
Citations: 286
Trading regret for efficiency
Mehrdad Mahdavi, Rong Jin, Tianbao Yang,
Sep 2012,
In: Journal of Machine Learning Research
Citations: 241
Federated Learning with Compression
Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi,
2021,
In: Proceedings of Machine Learning Research
Citations: 236
DO WE REALLY NEED COMPLICATED MODEL ARCHITECTURES FOR TEMPORAL NETWORKS?
Weilin Cong, Si Zhang, Jian Kang, Baichuan Yuan, Hao Wu, Xin Zhou, Hanghang Tong, Mehrdad Mahdavi,
2023,
In:
Citations: 164
Local SGD with periodic averaging
Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe,
2019,
In: Advances in Neural Information Processing Systems
Citations: 162
Harmony K-means algorithm for document clustering
Mehrdad Mahdavi, Hassan Abolhassani,
Jun 2009,
In: Data Mining and Knowledge Discovery
Citations: 121
Matrix factorization with explicit trust and distrust side information for improved social recommendation
Rana Forsati, Mehrdad Mahdavi, Mehrnoush Shamsfard, Mohamed Sarwat,
Oct 28 2014,
In: ACM Transactions on Information Systems
Citations: 120
