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Mohammad Mahdi Kamani
Mohammad Mahdi Kamani
Research Scientist, Wyze Labs
Bestätigte E-Mail-Adresse bei psu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Adaptive Personalized Federated Learning
Y Deng, MM Kamani, M Mahdavi
arXiv preprint arXiv:2003.13461, 2020
4112020
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
1982021
Local sgd with periodic averaging: Tighter analysis and adaptive synchronization
F Haddadpour, MM Kamani, M Mahdavi, VR Cadambe
Advances in neural information processing systems 33, 2019
1912019
Distributionally robust federated averaging
Y Deng, MM Kamani, M Mahdavi
Advances in neural information processing systems 34, 2021
1062021
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
762019
Efficient fair principal component analysis
MM Kamani, F Haddadpour, R Forsati, M Mahdavi
Machine Learning, 2021
312021
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
202018
Skeleton Matching with Applications in Severe Weather Detection
MM Kamani, F Farhat, S Wistar, JZ Wang
Applied Soft Computing, 2018
162018
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
13*2020
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
132016
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
122020
Local sgd optimizes overparameterized neural networks in polynomial time
Y Deng, MM Kamani, M Mahdavi
International Conference on Artificial Intelligence and Statistics, 6840-6861, 2022
102022
Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing
MM Kamani, R Forsati, JZ Wang, M Mahdavi
arXiv preprint arXiv:2104.01634, 2021
102021
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
102017
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
72019
Learning distributionally robust models at scale via composite optimization
F Haddadpour, MM Kamani, M Mahdavi, A Karbasi
arXiv preprint arXiv:2203.09607, 2022
42022
CAPTAIN: Comprehensive composition assistance for photo taking
F Farhat, MM Kamani, JZ Wang
ACM Transactions on Multimedia Computing, Communications, and Applications …, 2022
42022
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation
S Chennupati, MM Kamani, Z Cheng, L Chen
The British Machine Vision Conference (BMVC), 2021
42021
FedRule: Federated Rule Recommendation System with Graph Neural Networks
Y Yao, MM Kamani, Z Cheng, L Chen, C Joe-Wong, T Liu
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and …, 2023
22023
Multiobjective optimization approaches for bias mitigation in machine learning
MM Kamani
The Pennsylvania State University, 2020
22020
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