Certifying and removing disparate impact M Feldman, SA Friedler, J Moeller, C Scheidegger, ... proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015 | 2131 | 2015 |
A comparative study of fairness-enhancing interventions in machine learning SA Friedler, C Scheidegger, S Venkatasubramanian, S Choudhary, ... Proceedings of the conference on fairness, accountability, and transparency …, 2019 | 737 | 2019 |
VisTrails: visualization meets data management SP Callahan, J Freire, E Santos, CE Scheidegger, CT Silva, HT Vo Proceedings of the 2006 ACM SIGMOD international conference on Management of …, 2006 | 733 | 2006 |
The (im) possibility of fairness: Different value systems require different mechanisms for fair decision making SA Friedler, C Scheidegger, S Venkatasubramanian Communications of the ACM 64 (4), 136-143, 2021 | 712 | 2021 |
Vistrails: Enabling interactive multiple-view visualizations L Bavoil, SP Callahan, PJ Crossno, J Freire, CE Scheidegger, CT Silva, ... VIS 05. IEEE Visualization, 2005., 135-142, 2005 | 510 | 2005 |
Runaway feedback loops in predictive policing D Ensign, SA Friedler, S Neville, C Scheidegger, S Venkatasubramanian Conference on fairness, accountability and transparency, 160-171, 2018 | 481 | 2018 |
Problems with Shapley-value-based explanations as feature importance measures IE Kumar, S Venkatasubramanian, C Scheidegger, S Friedler International conference on machine learning, 5491-5500, 2020 | 396 | 2020 |
Auditing black-box models for indirect influence P Adler, C Falk, SA Friedler, T Nix, G Rybeck, C Scheidegger, B Smith, ... Knowledge and Information Systems 54, 95-122, 2018 | 360 | 2018 |
Managing rapidly-evolving scientific workflows J Freire, CT Silva, SP Callahan, E Santos, CE Scheidegger, HT Vo Provenance and Annotation of Data: International Provenance and Annotation …, 2006 | 353 | 2006 |
Nanocubes for real-time exploration of spatiotemporal datasets L Lins, JT Klosowski, C Scheidegger IEEE Transactions on Visualization and Computer Graphics 19 (12), 2456-2465, 2013 | 350 | 2013 |
The first provenance challenge L Moreau, B Ludäscher, I Altintas, RS Barga, S Bowers, S Callahan, ... Concurrency and computation: practice and experience 20 (5), 409-418, 2008 | 304 | 2008 |
Multilevel agglomerative edge bundling for visualizing large graphs ER Gansner, Y Hu, S North, C Scheidegger 2011 IEEE Pacific Visualization Symposium, 187-194, 2011 | 210 | 2011 |
Analogy based workflow identification J Freire, CT Silva, D Koop, CE Scheidegger, HT Vo US Patent 8,060,391, 2011 | 175 | 2011 |
Managing the evolution of dataflows with vistrails SP Callahan, J Freire, E Santos, CE Scheidegger, CT Silva, HT Vo 22nd International Conference on Data Engineering Workshops (ICDEW'06), 71-71, 2006 | 172 | 2006 |
Querying and creating visualizations by analogy C Scheidegger, H Vo, D Koop, J Freire, C Silva IEEE transactions on Visualization and Computer Graphics 13 (6), 1560-1567, 2007 | 159 | 2007 |
Tackling the provenance challenge one layer at a time C Scheidegger, D Koop, E Santos, H Vo, S Callahan, J Freire, C Silva Concurrency and Computation: Practice and Experience 20 (5), 473-483, 2008 | 157 | 2008 |
SynMap2 and SynMap3D: web-based whole-genome synteny browsers A Haug-Baltzell, SA Stephens, S Davey, CE Scheidegger, E Lyons Bioinformatics 33 (14), 2197-2198, 2017 | 145 | 2017 |
An algebraic process for visualization design G Kindlmann, C Scheidegger IEEE transactions on visualization and computer graphics 20 (12), 2181-2190, 2014 | 145 | 2014 |
Querying and re-using workflows with VisTrails CE Scheidegger, HT Vo, D Koop, J Freire, CT Silva Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008 | 143 | 2008 |
Vector Field k‐Means: Clustering Trajectories by Fitting Multiple Vector Fields N Ferreira, JT Klosowski, CE Scheidegger, CT Silva Computer Graphics Forum 32 (3pt2), 201-210, 2013 | 141 | 2013 |