Luca Daniel
Massachusetts Institute of Technology
Professor
Department of Electrical Engineering and Computer Science
Center for Computational Science and Engineering
Research Area
#Computer science#Mathematics#Electronic engineering#Algorithm#Robustness (computer science)#Mathematical optimization#Artificial neural network#Computation#Control theory#Monte Carlo method
SCIE paper information
Papers relevant to ‘Computer science’: 15
Research performance of SCIE papers matching with ‘Computer science’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition
2015/01 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 1.181 Impact Factor 86 citations
Uncertainty quantification of silicon photonic devices with correlated and non-Gaussian random parameters.
2015/02 OPTICS EXPRESS 3.148 Impact Factor 31 citations
Papers for author ‘Luca Daniel’: 37
Number of published SCIE papers by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Enabling High-Dimensional Hierarchical Uncertainty Quantification by ANOVA and Tensor-Train Decomposition
2015/01 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS 1.181 Impact Factor 86 citations
Stable FFT-JVIE solvers for fast analysis of highly inhomogeneous dielectric objects
2014/07 JOURNAL OF COMPUTATIONAL PHYSICS 2.434 Impact Factor 85 citations
conference information
Papers relevant to ‘Computer science’: 9
Research performance of Top-tier Conference matching with ‘Computer science’
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Efficient Neural Network Robustness Certification with General Activation Functions
2018/11 NEURIPS Top-tier Conference 231 citations
CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks.
2019/07 AAAI Top-tier Conference 56 citations
Papers for author ‘Luca Daniel’: 11
Number of published Top-tier Conference by year
*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.
Towards Fast Computation of Certified Robustness for ReLU Networks
2018/04 ICML Top-tier Conference 256 citations
Efficient Neural Network Robustness Certification with General Activation Functions
2018/11 NEURIPS Top-tier Conference 231 citations
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