Meta-SGD: Learning to Learn Quickly for Few-Shot Learning

Zhenguo Li, Fengwei Zhou, Fei Chen, +1

arXiv (Cornell University)

Artificial IntelligenceFew-shot LearningMeta-learning (Computer Science)EngineeringMachine Learning +8

A survey on application of machine learning for Internet of Things

Laizhong Cui, Shu Yang, Fei Chen, +3

International Journal of Machine Learning and Cybernetics

Iot Data AnalyticsEngineeringMachine LearningData SciencePattern Recognition +7

Federated Meta-Learning with Fast Convergence and Efficient Communication

Fei Chen, Mi Luo, Zhenhua Dong, +2

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningMeta-learningFast Convergence +15

No Fear of Heterogeneity: Classifier Calibration for Federated Learning\n with Non-IID Data

Mi Luo, Fei Chen, Dapeng Hu, +3

arXiv (Cornell University)

Embedding cryptographic features in compressive sensing

Yushu Zhang, Jiantao Zhou, Fei Chen, +4

Neurocomputing

Sparse RepresentationEngineeringPattern RecognitionCompressive SensingAtomic Decomposition +5

Community Information Management.

AnHai Doan, Raghu Ramakrishnan, Fei Chen, +5

Federated Meta-Learning for Recommendation

Fei Chen, Zhenhua Dong, Zhenguo Li, +1

Artificial IntelligenceEngineeringMachine LearningData ScienceMeta-learning +4

Information extraction challenges in managing unstructured data

AnHai Doan, Jeffrey F. Naughton, Raghu Ramakrishnan, +11

ACM SIGMOD Record

EngineeringKnowledge ExtractionStructured DataSemantic WebText Mining +14

SafeQ: Secure and Efficient Query Processing in Sensor Networks

Fei Chen, Alex X. Liu

EngineeringInformation SecurityData-centric SecurityQuery ProcessingSensor Connectivity +15

Secure Cloud Storage Meets with Secure Network Coding

Fei Chen, Tao Xiang, Yuanyuan Yang, +1

IEEE Transactions on Computers

EngineeringInformation SecurityInformation ForensicsSecure Network CodingPrivacy-preserving Communication +14