47 citations · 91 across the 20 of their papers we have counts for
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cs.HC2021
Bayesian Modelling of Alluvial Diagram Complexity
Anjana Arunkumar, Shashank Ginjpalli, Chris Bryan
Alluvial diagrams are a popular technique for visualizing flow and relational data. However, successfully reading and interpreting the data shown in an alluvial diagram is likely i…
cs.LG2021
Front Contribution instead of Back Propagation
Swaroop Mishra, Anjana Arunkumar
Deep Learning's outstanding track record across several domains has stemmed from the use of error backpropagation (BP). Several studies, however, have shown that it is impossible t…
cs.CL2021★ 4 cited
How Robust are Model Rankings: A Leaderboard Customization Approach for Equitable Evaluation
Swaroop Mishra, Anjana Arunkumar
Models that top leaderboards often perform unsatisfactorily when deployed in real world applications; this has necessitated rigorous and expensive pre-deployment model testing. A h…