DeepTest 2021
Tue 1 Jun 2021
co-located with ICSE 2021

This program is tentative and subject to change.

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Tue 1 Jun
Times are displayed in time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

10:00 - 12:00
10:00
60m
Talk
Keynote
deeptest2021
11:00
20m
Full-paper
A Review and Refinement of Surprise Adequacy
deeptest2021
Michael WeissUniversità della Svizzera Italiana (USI), Rwiddhi ChakrabortyUSI Lugano, Switzerland, Paolo TonellaUSI Lugano, Switzerland
Pre-print
11:20
20m
Full-paper
Deep Learning-Based Prediction of Test Input Validity for RESTful APIs
deeptest2021
Agatino Giuliano MirabellaUniversidad de Sevilla, Alberto Martin-LopezUniversidad de Sevilla, Sergio SeguraUniversidad de Sevilla, Luis Valencia-CabreraUniversidad de Sevilla, Antonio Ruiz-CortésUniversity of Seville
11:40
20m
Talk
Open Discussion & Q/A
deeptest2021
13:00 - 14:00
13:00
20m
Full-paper
Machine Learning Model Drift Detection Via Weak Data Slices
deeptest2021
Oma RazIBM Research, Samuel AckermanIBM Corporation, Israel, Parijat DubeIBM, USA, Eitan FarchiIBM Haifa Research Lab, Marcel Zalmanovici
13:20
20m
Short-paper
TF-DM: Tool for Studying ML Model Resilience to Data Faults
deeptest2021
Niranjhana NarayananThe University of British Columbia, Karthik PattabiramanUniversity of British Columbia
13:40
20m
Talk
Open Discussion & Q/A
deeptest2021
14:30 - 16:00
14:30
90m
Talk
Panel
deeptest2021

Tue 1 Jun
Times are displayed in time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

Tue 1 Jun
Times are displayed in time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change

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