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In this paper, we will show how conformance often fails in models that are otherwise accurate and trained using the best practices in machine learning, with�...
Verifying Conformance of Neural Network Models. (Invited Paper). Monal Narasimhamurthy, Taisa Kushner, Souradeep Dutta and Sriram Sankaranarayanan. University�...
We report a Fe(II) data set of more than 23000 conformers in both low-spin (LS) and high-spin (HS) states. This data set was generated to develop a neural�...
Overview ; CU Boulder Authors. Sankaranarayanan, Sriram ; publication date. November 4, 2019 ; Date in CU Experts. May 5, 2020 10:26 AM ; Full Author List.
Missing: Invited Paper.
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Verifying Conformance of Neural Network Models: Invited Paper. 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) Pub Date : 2019-11-01�...
Apr 22, 2020 � In this work, we utilize a formal range-propagation based approach for checking whether neural network models for predicting future blood glucose levels
Apr 24, 2020 � Verifying Conformance of Neural Network Models: Invited Paper. In 2019. IEEE/ACM International Conference on Computer-Aided Design (ICCAD). 1�...
Verifying Conformance of Neural Network Models: Invited Paper. Conference Paper. Nov 2019. Monal Narasimhamurthy � Taisa�...
6:1-6:7, 2022. Paper Poster Video. Verifying Conformance of Neural Network Models: Invited Paper. Monal Narasimhamurthy, Taisa Kushner, Souradeep Dutta�...
Nov 7, 2019 � 7A.1: VERIFYING CONFORMANCE OF NEURAL NETWORK MODELS: INVITED PAPER.......................... 559. Monal Narasimhamurthy ; Taisa Kushner�...
