Carlos Scheidegger
Carlos Scheidegger
Posit PBC (fka RStudio)
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Certifying and removing disparate impact
M Feldman, SA Friedler, J Moeller, C Scheidegger, ...
proceedings of the 21th ACM SIGKDD international conference on knowledge …, 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
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
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
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
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
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
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
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
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
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
Multilevel agglomerative edge bundling for visualizing large graphs
ER Gansner, Y Hu, S North, C Scheidegger
2011 IEEE Pacific Visualization Symposium, 187-194, 2011
Analogy based workflow identification
J Freire, CT Silva, D Koop, CE Scheidegger, HT Vo
US Patent 8,060,391, 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
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
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
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
An algebraic process for visualization design
G Kindlmann, C Scheidegger
IEEE transactions on visualization and computer graphics 20 (12), 2181-2190, 2014
Hashedcubes: Simple, low memory, real-time visual exploration of big data
CAL Pahins, SA Stephens, C Scheidegger, JLD Comba
IEEE transactions on visualization and computer graphics 23 (1), 671-680, 2016
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
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