Mohammad Mahdi Kamani

30 papers A* 9A 4Journal 15Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ECCENTRIC: Edge-Cloud Collaboration Framework for Distributed Inference Using Knowledge Adaptation. CoRR Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen
2023	A*	`conf`	Distributed Personalized Empirical Risk Minimization. NeurIPS Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi
2023	J	`jnl`	Distributed Personalized Empirical Risk Minimization. CoRR Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi
2023	—	`conf`	FedRule: Federated Rule Recommendation System with Graph Neural Networks. IoTDI Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen, Carlee Joe-Wong, Tianqiang Liu
2023	A*	`conf`	Wyze Rule: Federated Rule Dataset for Rule Recommendation Benchmarking. NeurIPS Mohammad Mahdi Kamani, Yuhang Yao, Hanjia Lyu, Zhongwei Cheng, Lin Chen, Liangju Li, Carlee Joe-Wong, Jiebo Luo
2022	J	`jnl`	CAPTAIN: Comprehensive Composition Assistance for Photo Taking. ACM Trans. Multim. Comput. Commun. Appl. Farshid Farhat, Mohammad Mahdi Kamani, James Z. Wang
2022	J	`jnl`	Efficient fair principal component analysis. Mach. Learn. Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
2022	J	`jnl`	FedRule: Federated Rule Recommendation System with Graph Neural Networks. CoRR Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen, Carlee Joe-Wong, Tianqiang Liu
2022	A*	`conf`	Learning Distributionally Robust Models at Scale via Composite Optimization. ICLR Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi
2022	J	`jnl`	Learning Distributionally Robust Models at Scale via Composite Optimization. CoRR Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Amin Karbasi
2022	A	`conf`	Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time. AISTATS Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
2021	A	`conf`	Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation. BMVC Sumanth Chennupati, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen
2021	J	`jnl`	Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation. CoRR Sumanth Chennupati, Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen
2021	J	`jnl`	Distributionally Robust Federated Averaging. CoRR Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
2021	A	`conf`	Federated Learning with Compression: Unified Analysis and Sharp Guarantees. AISTATS Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi
2021	J	`jnl`	Pareto Efficient Fairness in Supervised Learning: From Extraction to Tracing. CoRR Mohammad Mahdi Kamani, Rana Forsati, James Z. Wang, Mehrdad Mahdavi
2020	J	`jnl`	Adaptive Personalized Federated Learning. CoRR Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
2020	A*	`conf`	Distributionally Robust Federated Averaging. NeurIPS Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
2020	J	`jnl`	Federated Learning with Compression: Unified Analysis and Sharp Guarantees. CoRR Farzin Haddadpour, Mohammad Mahdi Kamani, Aryan Mokhtari, Mehrdad Mahdavi
2020	A*	`conf`	Learning to Quantize Deep Neural Networks: A Competitive-Collaborative Approach. DAC Md Fahim Faysal Khan, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Vijaykrishnan Narayanan
2020	A*	`conf`	Targeted Data-driven Regularization for Out-of-Distribution Generalization. KDD Mohammad Mahdi Kamani, Sadegh Farhang, Mehrdad Mahdavi, James Z. Wang
2019	J	`jnl`	Efficient Fair Principal Component Analysis. CoRR Mohammad Mahdi Kamani, Farzin Haddadpour, Rana Forsati, Mehrdad Mahdavi
2019	A*	`conf`	Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization. NeurIPS Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
2019	J	`jnl`	Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization. CoRR Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
2019	A*	`conf`	Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization. ICML Farzin Haddadpour, Mohammad Mahdi Kamani, Mehrdad Mahdavi, Viveck R. Cadambe
2018	J	`jnl`	CAPTAIN: Comprehensive Composition Assistance for Photo Taking. CoRR Farshid Farhat, Mohammad Mahdi Kamani, James Z. Wang
2018	J	`jnl`	Skeleton matching with applications in severe weather detection. Appl. Soft Comput. Mohammad Mahdi Kamani, Farshid Farhat, Stephen Wistar, James Z. Wang
2018	A	`conf`	Take It or Leave It: A Survey Study on Operating System Upgrade Practices. ACSAC Sadegh Farhang, Jake Weidman, Mohammad Mahdi Kamani, Jens Grossklags, Peng Liu
2017	A*	`conf`	Intelligent Portrait Composition Assistance: Integrating Deep-learned Models and Photography Idea Retrieval. ACM Multimedia (Thematic Workshops) Farshid Farhat, Mohammad Mahdi Kamani, Sahil Mishra, James Z. Wang
2016	—	`conf`	Shape matching using skeleton context for automated bow echo detection. IEEE BigData Mohammad Mahdi Kamani, Farshid Farhat, Stephen Wistar, James Z. Wang