Carlos Scheidegger

61 papers A* 7A 2B 1Journal 41Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Persistent Classification: Understanding Adversarial Attacks by Studying Decision Boundary Dynamics.
Stat. Anal. Data Min.
Brian Bell, Michael Geyer, David Glickenstein, Keaton Hamm, Carlos Scheidegger, Amanda S. Fernandez, Juston Moore
2024 J jnl
Persistent Classification: A New Approach to Stability of Data and Adversarial Examples.
CoRR
Brian Bell, Michael Geyer, David Glickenstein, Keaton Hamm, Carlos Scheidegger, Amanda S. Fernandez, Juston Moore
2023 — conf
Reducing Access Disparities in Networks using Edge Augmentation✱.
FAccT
Ashkan Bashardoust, Sorelle A. Friedler, Carlos Scheidegger, Blair D. Sullivan, Suresh Venkatasubramanian
2023 J jnl
Traveler: Navigating Task Parallel Traces for Performance Analysis.
IEEE Trans. Vis. Comput. Graph.
Sayef Azad Sakin, Alex Bigelow, R. Tohid, Connor Scully-Allison, Carlos Scheidegger, Steven R. Brandt, Christopher Taylor, Kevin A. Huck, Hartmut Kaiser, Katherine E. Isaacs
2023 J jnl
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.
IEEE Trans. Vis. Comput. Graph.
Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea
2022 J jnl
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models.
IEEE Trans. Vis. Comput. Graph.
Zhenge Zhao, Panpan Xu, Carlos Scheidegger, Liu Ren
2022 J jnl
Impact of Cognitive Biases on Progressive Visualization.
IEEE Trans. Vis. Comput. Graph.
Marianne Procopio, Abigail Mosca, Carlos Scheidegger, Eugene Wu, Remco Chang
2022 J jnl
Traveler: Navigating Task Parallel Traces for Performance Analysis.
CoRR
Sayef Azad Sakin, Alex Bigelow, R. Tohid, Connor Scully-Allison, Carlos Scheidegger, Steven R. Brandt, Christopher Taylor, Kevin A. Huck, Hartmut Kaiser, Katherine E. Isaacs
2021 J jnl
A Structured Review of Data Management Technology for Interactive Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph.
Leilani Battle, Carlos Scheidegger
2021 J jnl
Comparing Deep Neural Nets with UMAP Tour.
CoRR
Mingwei Li, Carlos Scheidegger
2021 A* conf
Fairness in Networks: Social Capital, Information Access, and Interventions.
KDD
Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler, Aaron Clauset
2021 J jnl
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models.
CoRR
Zhenge Zhao, Panpan Xu, Carlos Scheidegger, Liu Ren
2021 — conf
NeuralCubes: Deep Representations for Visual Data Exploration.
IEEE BigData
Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, Carlos Scheidegger
2021 J jnl
STFT-LDA: An Algorithm to Facilitate the Visual Analysis of Building Seismic Responses.
CoRR
Zhenge Zhao, Danilo Motta, Matthew Berger, Joshua A. Levine, Ismail B. Kuzucu, Robert B. Fleischman, Afonso Paiva, Carlos Scheidegger
2021 J jnl
STFT-LDA: An algorithm to facilitate the visual analysis of building seismic responses.
Inf. Vis.
Zhenge Zhao, Danilo Motta, Matthew Berger, Joshua A. Levine, Ismail B. Kuzucu, Robert B. Fleischman, Afonso Paiva, Carlos Scheidegger
2021 A* conf
Shapley Residuals: Quantifying the limits of the Shapley value for explanations.
NeurIPS
Indra Kumar, Carlos Scheidegger, Suresh Venkatasubramanian, Sorelle A. Friedler
2021 J jnl
The (Im)possibility of fairness: different value systems require different mechanisms for fair decision making.
Commun. ACM
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2021 J jnl
UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.
CoRR
Mateus Espadoto, Gabriel Appleby, Ashley Suh, Dylan Cashman, Mingwei Li, Carlos Scheidegger, Erik W. Anderson, Remco Chang, Alexandru C. Telea
2020 J jnl
Persistent Homology Guided Force-Directed Graph Layouts.
IEEE Trans. Vis. Comput. Graph.
Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen
2020 A* conf
Problems with Shapley-value-based explanations as feature importance measures.
ICML
I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler
2020 J jnl
Problems with Shapley-value-based explanations as feature importance measures.
CoRR
I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger, Sorelle A. Friedler
2019 — conf
A comparative study of fairness-enhancing interventions in machine learning.
FAT
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian, Sonam Choudhary, Evan P. Hamilton, Derek Roth
2019 J jnl
Anteater: Interactive Visualization for Program Understanding.
CoRR
Rebecca Faust, Katherine Isaacs, William Z. Bernstein, Michael Sharp, Carlos Scheidegger
2019 J jnl
Assessing the Local Interpretability of Machine Learning Models.
CoRR
Sorelle A. Friedler, Chitradeep Dutta Roy, Carlos Scheidegger, Dylan Slack
2019 J jnl
DimReader: Axis lines that explain non-linear projections.
IEEE Trans. Vis. Comput. Graph.
Rebecca Faust, David Glickenstein, Carlos Scheidegger
2019 J jnl
Disentangling Influence: Using Disentangled Representations to Audit Model Predictions.
CoRR
Charles T. Marx, Richard Lanas Phillips, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2019 A* conf
Disentangling Influence: Using disentangled representations to audit model predictions.
NeurIPS
Charles T. Marx, Richard L. Phillips, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2019 A conf
Fairness in representation: quantifying stereotyping as a representational harm.
SDM
Mohsen Abbasi, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2019 J jnl
Fairness in representation: quantifying stereotyping as a representational harm.
CoRR
Mohsen Abbasi, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2019 J jnl
Gaps in Information Access in Social Networks.
CoRR
Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2019 A* conf
Gaps in Information Access in Social Networks?
WWW
Benjamin Fish, Ashkan Bashardoust, danah boyd, Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2019 J jnl
Looks Good To Me: Visualizations As Sanity Checks.
IEEE Trans. Vis. Comput. Graph.
Michael Correll, Mingwei Li, Gordon L. Kindlmann, Carlos Scheidegger
2019 J jnl
Selective Wander Join: Fast Progressive Visualizations for Data Joins.
Informatics
Marianne Procopio, Carlos Scheidegger, Eugene Wu, Remco Chang
2018 J jnl
A comparative study of fairness-enhancing interventions in machine learning.
CoRR
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian, Sonam Choudhary, Evan P. Hamilton, Derek Roth
2018 J jnl
Auditing black-box models for indirect influence.
Knowl. Inf. Syst.
Philip Adler, Casey Falk, Sorelle A. Friedler, Tionney Nix, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian
2018 J jnl
Cartogram Visualization for Bivariate Geo-Statistical Data.
IEEE Trans. Vis. Comput. Graph.
Sabrina Nusrat, Muhammad Jawaherul Alam, Carlos Scheidegger, Stephen G. Kobourov
2018 J jnl
Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing.
CoRR
Lin Yan, Yaodong Zhao, Paul Rosen, Carlos Scheidegger, Bei Wang
2018 J jnl
NNCubes: Learned Structures for Visual Data Exploration.
CoRR
Zhe Wang, Dylan Cashman, Mingwei Li, Jixian Li, Matthew Berger, Joshua A. Levine, Remco Chang, Carlos Scheidegger
2018 A conf
Probabilistic Obfuscation Through Covert Channels.
EuroS&P
Jon Stephens, Babak Yadegari, Christian S. Collberg, Saumya Debray, Carlos Scheidegger
2018 — conf
Runaway Feedback Loops in Predictive Policing.
FAT
Danielle Ensign, Sorelle A. Friedler, Scott Neville, Carlos Scheidegger, Suresh Venkatasubramanian
2018 B conf
Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology.
PacificVis
Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen
2017 J jnl
DimReader: Using auto-differentiation to explain non-linear projections.
CoRR
Rebecca Faust, Carlos Scheidegger
2017 J jnl
Driving Interactive Graph Exploration Using 0-Dimensional Persistent Homology Features.
CoRR
Ashley Suh, Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen
2017 J jnl
Gaussian Cubes: Real-Time Modeling for Visual Exploration of Large Multidimensional Datasets.
IEEE Trans. Vis. Comput. Graph.
Zhe Wang, Nivan Ferreira, Youhao Wei, Aarthy Sankari Bhaskar, Carlos Scheidegger
2017 J jnl
Hashedcubes: Simple, Low Memory, Real-Time Visual Exploration of Big Data.
IEEE Trans. Vis. Comput. Graph.
Cicero Augusto de Lara Pahins, Sean A. Stephens, Carlos Scheidegger, João Luiz Dihl Comba
2017 J jnl
Persistent Homology Guided Exploration of Time-Varying Graphs.
CoRR
Mustafa Hajij, Bei Wang, Carlos Scheidegger, Paul Rosen
2016 J jnl
A Simple Approach for Boundary Improvement of Euler Diagrams.
IEEE Trans. Vis. Comput. Graph.
Paolo Simonetto, Daniel Archambault, Carlos Scheidegger
2016 — ed.
Advances in Visual Computing - 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part I
ISVC (1)
George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Fatih Porikli, Sandra Skaff, Alireza Entezari, Jianyuan Min, Daisuke Iwai, Amela Sadagic, Carlos Scheidegger, Tobias Isenberg
2016 — ed.
Advances in Visual Computing - 12th International Symposium, ISVC 2016, Las Vegas, NV, USA, December 12-14, 2016, Proceedings, Part II
ISVC (2)
George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Fatih Porikli, Sandra Skaff, Alireza Entezari, Jianyuan Min, Daisuke Iwai, Amela Sadagic, Carlos Scheidegger, Tobias Isenberg
2016 A* conf
Auditing Black-Box Models for Indirect Influence.
ICDM
Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian
2016 J jnl
Auditing Black-box Models by Obscuring Features.
CoRR
Philip Adler, Casey Falk, Sorelle A. Friedler, Gabriel Rybeck, Carlos Scheidegger, Brandon Smith, Suresh Venkatasubramanian
2016 J jnl
Comparing Node-Link and Node-Link-Group Visualizations From An Enjoyment Perspective.
Comput. Graph. Forum
Bahador Saket, Carlos Scheidegger, Stephen G. Kobourov
2016 — ch.
Interactive Visual Analysis of Big Data.
Handbook of Big Data
Carlos Scheidegger
2016 J jnl
On the (im)possibility of fairness.
CoRR
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2015 — ed.
3rd EuroVis Workshop on Reproducibility, Verification, and Validation in Visualization, EuroRV³@EuroVis 2015, Cagliari, Sardinia, Italy, May 25-26, 2015
EuroRV³@EuroVis
Paul Rosenthal, Wolfgang Aigner, Carlos Scheidegger
2015 A* conf
Certifying and Removing Disparate Impact.
KDD
Michael Feldman, Sorelle A. Friedler, John Moeller, Carlos Scheidegger, Suresh Venkatasubramanian
2015 J jnl
Map-based Visualizations Increase Recall Accuracy of Data.
Comput. Graph. Forum
Bahador Saket, Carlos Scheidegger, Stephen G. Kobourov, Katy Börner
2015 — conf
Towards Understanding Enjoyment and Flow in Information Visualization.
EuroVis (Short Papers)
Bahador Saket, Carlos Scheidegger, Stephen G. Kobourov
2015 J jnl
Towards Understanding Enjoyment and Flow in Information Visualization.
CoRR
Bahador Saket, Carlos Scheidegger, Stephen G. Kobourov
2014 J jnl
Certifying and removing disparate impact.
CoRR
Sorelle A. Friedler, Carlos Scheidegger, Suresh Venkatasubramanian
2014 — —
Provenance of Exploratory Tasks in Scientific Visualization: Management and Applications.
Carlos Scheidegger