Stefanie Jegelka

Massachusetts Institute of Technology

Associate Professor

Department of Electrical Engineering and Computer Science

Institute for Data, Systems, and Society

Operations Research Center

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Research Area

#Computer science#Mathematical optimization#Mathematics#Submodular set function#Artificial intelligence#Algorithm#Sampling (statistics)#Theoretical computer science#Inference#Point process

SCIE paper information

Papers relevant to ‘Mathematics’: 3

Research performance of SCIE papers matching with ‘Mathematics’

Citations of SCIE papers SCIE papers 02k4k6k8k10k020406080100120140160

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Graph cuts with interacting edge weights: examples, approximations, and algorithms

    2017/03 MATHEMATICAL PROGRAMMING 2.665 Impact Factor 7 citations

    Stefanie Jegelka, Jeff A. Bilmes

    DOI : 10.1007/S10107-016-1038-Y

  • An Interactive Approach to Solving Correspondence Problems

    2014/05 INTERNATIONAL JOURNAL OF COMPUTER VISION 3.81 Impact Factor 6 citations

    Stefanie Jegelka, Ashish Kapoor, Eric Horvitz

    DOI : 10.1007/S11263-013-0657-5

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Papers for author ‘Stefanie Jegelka’: 5

Number of published SCIE papers by year

012342014201720192020
H-index 3
Number of NCS papers 0

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks.

    2020/01 JOURNAL OF CHEMICAL INFORMATION AND MODELING 4.956 Impact Factor 18 citations

    Edward Kim, Zach Jensen, Alexander van Grootel, Kevin Huang, Matthew Staib, Sheshera Mysore, Haw-Shiuan Chang, Emma Strubell, Andrew McCallum, Stefanie Jegelka, Elsa A. Olivetti

    DOI : 10.1021/ACS.JCIM.9B00995

  • Graph cuts with interacting edge weights: examples, approximations, and algorithms

    2017/03 MATHEMATICAL PROGRAMMING 2.665 Impact Factor 7 citations

    Stefanie Jegelka, Jeff A. Bilmes

    DOI : 10.1007/S10107-016-1038-Y

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conference information

Papers relevant to ‘Mathematics’: 13

Research performance of Top-tier Conference matching with ‘Mathematics’

Citations of Top-tier Conference Top-tier Conference paper(s) 01k2k3k4k5k0612182430364248

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Weakly-supervised Discovery of Visual Pattern Configurations

    2014/12 NEURIPS Top-tier Conference 143 citations

    Hyun Oh Song, Yong Jae Lee, Stefanie Jegelka, Trevor Darrell

  • ResNet with one-neuron hidden layers is a Universal Approximator

    2018/01 NEURIPS Top-tier Conference 78 citations

    Hongzhou Lin, Stefanie Jegelka

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Papers for author ‘Stefanie Jegelka’: 37

Number of published Top-tier Conference by year

036912201420162017201820192020
Top-tier Conference 37

*Papers published between 2014 and 2020 were selected, and the citation number was determined by bing.com.

  • Deep Metric Learning via Lifted Structured Feature Embedding

    2016/06 CVPR Top-tier Conference 1013 citations

    Hyun Oh Song, Yu Xiang, Stefanie Jegelka, Silvio Savarese

    DOI : 10.1109/CVPR.2016.434

  • Representation Learning on Graphs with Jumping Knowledge Networks

    2018/07 ICML Top-tier Conference 363 citations

    Keyulu Xu, Chengtao Li, Yonglong Tian, Tomohiro Sonobe, Ken-ichi Kawarabayashi, Stefanie Jegelka

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