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
Understanding the Structural Components behind the Psychological Effects of Autonomous Sensory Meridian Response (ASMR) with Machine Learning and Experimental Methods
Ryan Tan, Heather Shoenberger, Weilin Cong, Mehrdad Mahdavi,
2022,
In: Journal of Media Psychology
Date: 2022
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
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
