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Souradeep Dutta

Souradeep Dutta

(was student at University of Colorado, Boulder. Now, PostDoc at University of Pennsylvania)

Sauradeep visited CSL, SRI in Summer, 2017 and was co-advised by Dr. Ashish Tiwari and Dr. Susmit Jha.

Publication:

Souradeep Dutta, Susmit Jha, Sriram Sankaranarayanan, Ashish Tiwari (2018). Output range analysis for deep neural networks. In NASA Formal Methods 2018.

PDF Cite Code Project Project Project

Souradeep Dutta, Susmit Jha, Sriram Sankaranarayanan, Ashish Tiwari (2018). Learning and Verification of Feedback Control Systems using Feedforward Neural Networks. In ADHS 2018.

PDF Cite Code Project Project DOI

Souradeep Dutta, Taisa Kushner, Susmit Jha, Sriram Sankaranarayanan, Ashish Tiwari (2019). Sherlock : A Tool for Verification of Deep Neural Networks. In AAAI Spring Symposium on NNV 2018.

PDF Cite Code Project Project

Latest

  • Sherlock : A Tool for Verification of Deep Neural Networks
  • Learning and Verification of Feedback Control Systems using Feedforward Neural Networks
  • Output range analysis for deep neural networks

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