Mohammad Mahdi Kamani
Mohammad Mahdi Kamani
Research Scientist, Wyze Labs
Verified email at psu.edu - Homepage
Title
Cited by
Cited by
Year
Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization
F Haddadpour, MM Kamani, M Mahdavi, V Cadambe
Neural Information Processing Systems 2019, 2019
612019
Adaptive personalized federated learning
Y Deng, MM Kamani, M Mahdavi
arXiv preprint arXiv:2003.13461, 2020
482020
Trading redundancy for communication: Speeding up distributed sgd for non-convex optimization
F Haddadpour, MM Kamani, M Mahdavi, V Cadambe
International Conference on Machine Learning, 2545-2554, 2019
362019
Federated learning with compression: Unified analysis and sharp guarantees
F Haddadpour, MM Kamani, A Mokhtari, M Mahdavi
International Conference on Artificial Intelligence and Statistics, 2350-2358, 2021
152021
Skeleton Matching with Applications in Severe Weather Detection
MM Kamani, F Farhat, S Wistar, JZ Wang
Applied Soft Computing, 2018
132018
Take it or leave it: A survey study on operating system upgrade practices
S Farhang, J Weidman, MM Kamani, J Grossklags, P Liu
Proceedings of the 34th Annual Computer Security Applications Conference …, 2018
122018
Shape matching using skeleton context for automated bow echo detection
MM Kamani, F Farhat, S Wistar, JZ Wang
2016 IEEE International Conference on Big Data (Big Data), 901-908, 2016
112016
Intelligent portrait composition assistance: Integrating deep-learned models and photography idea retrieval
F Farhat, MM Kamani, S Mishra, JZ Wang
Proceedings of the on Thematic Workshops of ACM Multimedia 2017, 17-25, 2017
72017
Efficient fair principal component analysis
MM Kamani, F Haddadpour, R Forsati, M Mahdavi
arXiv preprint arXiv:1911.04931, 2019
52019
Targeted Meta-Learning for Critical Incident Detection in Weather Data
MM Kamani, S Farhang, M Mahdavi, JZ Wang
International Conference on Machine Learning, Workshop on "Climate Change …, 2019
52019
Distributionally robust federated averaging
Y Deng, MM Kamani, M Mahdavi
arXiv preprint arXiv:2102.12660, 2021
42021
Learning to Quantize Deep Neural Networks: A Competitive-Collaborative Approach
MM Kamani, MF Faysal Khan, M Mahdavi, V Narayanan
57th ACM/IEEE Design Automation Conference (DAC), 2020
4*2020
Targeted Data-driven Regularization for Out-of-Distribution Generalization
MM Kamani, S Farhang, M Mahdavi, JZ Wang
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
32020
CAPTAIN: Comprehensive Composition Assistance for Photo Taking
F Farhat, MM Kamani, JZ Wang
arXiv preprint arXiv:1811.04184, 2018
12018
Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing
MM Kamani, R Forsati, JZ Wang, M Mahdavi
arXiv preprint arXiv:2104.01634, 2021
2021
Multiobjective Optimization Approaches for Bias Mitigation in Machine Learning
MM Kamani
2020
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