Mohammad Mahdi Kamani
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Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization
F Haddadpour, MM Kamani, M Mahdavi, V Cadambe
Neural Information Processing Systems 2019, 2019
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
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
Skeleton Matching with Applications in Severe Weather Detection
MM Kamani, F Farhat, S Wistar, JZ Wang
Applied Soft Computing, 2018
Shape Matching Using Skeleton Context for Automated Bow Echo Detection
MM Kamani, F Farhat, S Wistar, JZ Wang
Big Data (Big Data), 2016 IEEE International Conference on, 901-908, 2016
Adaptive Personalized Federated Learning
Y Deng, MM Kamani, M Mahdavi
arXiv preprint arXiv:2003.13461, 2020
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
Efficient Fair Principal Component Analysis
MM Kamani, F Haddadpour, R Forsati, M Mahdavi
arXiv preprint arXiv:1911.04931, 2019
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
Federated learning with compression: Unified analysis and sharp guarantees
F Haddadpour, MM Kamani, A Mokhtari, M Mahdavi
arXiv preprint arXiv:2007.01154, 2020
Learning to Quantize Deep Neural Networks: A Competitive-Collaborative Approach
MM Kamani, MF Faysal Khan, V Narayanan, M Mahdavi
57th ACM/IEEE Design Automation Conference (DAC), 2020
Targeted Data-driven Regularization for Out-of-Distribution Generalization
MM Kamani, S Farhang, M Mahdavi, JZ Wang
ACM SIGKDD international conference on Knowledge Discovery and Data Mining (KDD), 2020
CAPTAIN: Comprehensive Composition Assistance for Photo Taking
F Farhat, MM Kamani, JZ Wang
arXiv preprint arXiv:1811.04184, 2018
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