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ORCIDCarlos Scheidegger
- > Home > Persons > Carlos Scheidegger
Publications
- 2023
[c33]Ashkan Bashardoust
, Sorelle A. Friedler, Carlos Scheidegger, Blair D. Sullivan, Suresh Venkatasubramanian:
Reducing Access Disparities in Networks using Edge Augmentation✱. FAccT 2023: 1635-1651- 2022
- [i25]Ashkan Bashardoust, Sorelle A. Friedler, Carlos Eduardo Scheidegger, Blair D. Sullivan, Suresh Venkatasubramanian:
Reducing Access Disparities in Networks using Edge Augmentation. CoRR abs/2209.07616 (2022) - 2021
- [j39]Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
The (Im)possibility of fairness: different value systems require different mechanisms for fair decision making. Commun. ACM 64(4): 136-143 (2021) - [c31]Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler, Aaron Clauset:
Fairness in Networks: Social Capital, Information Access, and Interventions. KDD 2021: 4078-4079 - [c30]Indra Kumar, Carlos Scheidegger, Suresh Venkatasubramanian, Sorelle A. Friedler:
Shapley Residuals: Quantifying the limits of the Shapley value for explanations. NeurIPS 2021: 26598-26608 - 2020
- [c29]I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler:
Problems with Shapley-value-based explanations as feature importance measures. ICML 2020: 5491-5500 - [i20]I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler:
Problems with Shapley-value-based explanations as feature importance measures. CoRR abs/2002.11097 (2020) - [i19]Hannah C. Beilinson, Nasanbayar Ulzii-Orshikh, Ashkan Bashardoust, Sorelle A. Friedler, Carlos Eduardo Scheidegger, Suresh Venkatasubramanian:
Clustering via Information Access in a Network. CoRR abs/2010.12611 (2020) - 2019
- [c28]Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian, Sonam Choudhary, Evan P. Hamilton, Derek Roth:
A comparative study of fairness-enhancing interventions in machine learning. FAT 2019: 329-338 - [c27]Charles T. Marx, Richard L. Phillips, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Disentangling Influence: Using disentangled representations to audit model predictions. NeurIPS 2019: 4498-4508 - [c26]Mohsen Abbasi, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Fairness in representation: quantifying stereotyping as a representational harm. SDM 2019: 801-809 - [c25]Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Gaps in Information Access in Social Networks? WWW 2019: 480-490 - [i18]Mohsen Abbasi, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Fairness in representation: quantifying stereotyping as a representational harm. CoRR abs/1901.09565 (2019) - [i17]Sorelle A. Friedler, Chitradeep Dutta Roy, Carlos Scheidegger, Dylan Slack:
Assessing the Local Interpretability of Machine Learning Models. CoRR abs/1902.03501 (2019) - [i16]Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Gaps in Information Access in Social Networks. CoRR abs/1903.02047 (2019) - [i15]Charles T. Marx, Richard Lanas Phillips, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Disentangling Influence: Using Disentangled Representations to Audit Model Predictions. CoRR abs/1906.08652 (2019) - 2018
- [j32]Philip Adler, Casey Falk, Sorelle A. Friedler, Tionney Nix, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian:
Auditing black-box models for indirect influence. Knowl. Inf. Syst. 54(1): 95-122 (2018) - [c24]Danielle Ensign, Sorelle A. Friedler, Scott Neville, Carlos Eduardo Scheidegger, Suresh Venkatasubramanian:
Decision making with limited feedback. ALT 2018: 359-367 - [c21]Danielle Ensign, Sorelle A. Friedler, Scott Neville, Carlos Scheidegger, Suresh Venkatasubramanian:
Runaway Feedback Loops in Predictive Policing. FAT 2018: 160-171 - [i13]Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian, Sonam Choudhary, Evan P. Hamilton, Derek Roth:
A comparative study of fairness-enhancing interventions in machine learning. CoRR abs/1802.04422 (2018) - 2017
- [i10]Danielle Ensign, Sorelle A. Friedler, Scott Neville, Carlos Eduardo Scheidegger, Suresh Venkatasubramanian:
Runaway Feedback Loops in Predictive Policing. CoRR abs/1706.09847 (2017) - 2016
- [c20]Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian:
Auditing Black-Box Models for Indirect Influence. ICDM 2016: 1-10 - [i5]Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian:
Auditing Black-box Models by Obscuring Features. CoRR abs/1602.07043 (2016) - [i4]Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
On the (im)possibility of fairness. CoRR abs/1609.07236 (2016) - 2015
- [c18]Michael Feldman, Sorelle A. Friedler, John Moeller, Carlos Scheidegger, Suresh Venkatasubramanian:
Certifying and Removing Disparate Impact. KDD 2015: 259-268 - 2014
- [i2]Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian:
Certifying and removing disparate impact. CoRR abs/1412.3756 (2014)
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