Yao Zhang - Concepedia

Author

Yao Zhang

University of Cambridge ORCID

Also Known As

Yao Zhang, Zhang, Yao

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

University of Cambridge University of California, Los Angeles Newcastle University University of Oxford

About

Yao Zhang is an author at University of Cambridge specializing in engineering, machine learning, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	343
2	Computer Science	5	5	228
3	Data Science	4	4	154
4	Public Health	2	2	38
5	Medicine	1	1	10

Yao Zhang

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning Yunwei Zhang, Qiaochu Tang, Yao Zhang, Nature Communications	2020	754
Bayesian semi-supervised learning for uncertainty-calibrated prediction of molecular properties and active learning Yao Zhang, Alpha A. Lee Chemical Science	2019	158
VIME: Extending the Success of Self- and Semi-supervised Learning to Tabular Domain Jinsung Yoon, Yao Zhang, James Jordon, Neural Information Processing Systems Artificial IntelligenceNatural Language ProcessingTabular DomainEngineeringMachine Learning	2020	102
Investigation on Li4Ti5O12 batteries developed for hybrid electric vehicle Kai Wu, Jun Yang, Yao Zhang, Journal of Applied Electrochemistry Electric BatteryElectrical EngineeringEngineeringLithium-ion BatteryLithium-ion Batteries	2012	101
Energy–entropy competition and the effectiveness of stochastic gradient descent in machine learning Yao Zhang, Andrew Saxe, Madhu Advani, Molecular Physics Artificial IntelligenceEnergy–entropy CompetitionEngineeringMachine LearningComputational Learning Theory	2018	58
Learning Overlapping Representations for the Estimation of\n Individualized Treatment Effects Yao Zhang, Alexis Bellot, Mihaela van der Schaar arXiv (Cornell University)	2020	42
Geometry of Energy Landscapes and the Optimizability of Deep Neural Networks Simon Becker, Yao Zhang, Alpha A. Lee Physical Review Letters Model OptimizationGeometric LearningDeep Neural NetworksEngineeringMachine Learning	2020	30
CASTLE: Regularization via Auxiliary Causal Graph Discovery Trent Kyono, Yao Zhang, Mihaela van der Schaar arXiv (Cornell University) EngineeringMachine LearningCausal RelationshipsCausal DagCausal Relation Extraction	2020	27
Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning. Yunwei Zhang, Qiaochu Tang, Yao Zhang,	2020	17
Learning Overlapping Representations for the Estimation of Individualized Treatment Effects Yao Zhang, Alexis Bellot, Mihaela van der Schaar arXiv (Cornell University) EngineeringMachine LearningTreatment EffectQuasi-experimentCausal Inference	2020	14

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