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Thu 12 Nov 2020 01:09 - 01:30 at Virtual room 1 - Fairness

Thu 12 Nov

Displayed time zone: (UTC) Coordinated Universal Time change

01:00 - 01:30
01:00
2m
Talk
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness
Research Papers
Sumon Biswas Iowa State University, USA, Hridesh Rajan Iowa State University, USA
Link to publication DOI Pre-print Media Attached
01:03
1m
Talk
Fairway: A Way to Build Fair ML Software
Research Papers
Joymallya Chakraborty North Carolina State University, USA, Suvodeep Majumder North Carolina State University, USA, Zhe Yu North Carolina State University, USA, Tim Menzies North Carolina State University, USA
DOI
01:05
1m
Talk
Repairing Confusion and Bias Errors for DNN-Based Image Classifiers
Student Research Competition
Yuchi Tian Columbia University
DOI
01:07
1m
Talk
Towards Automated Verification of Smart Contract Fairness
Research Papers
Ye Liu Nanyang Technological University, Singapore, Yi Li Nanyang Technological University, Singapore, Shang-Wei Lin Nanyang Technological University, Singapore, Rong Zhao Nanyang Technological University, Singapore
DOI Pre-print
01:09
21m
Talk
Conversations on Fairness
Paper Presentations
Joymallya Chakraborty North Carolina State University, USA, Sumon Biswas Iowa State University, USA, Ye Liu Nanyang Technological University, Singapore, Yi Li Nanyang Technological University, Singapore, Yuchi Tian Columbia University, M: Christian Bird Microsoft Research