Carlos Scheidegger

61 papers A* 7A 2B 1Journal 41Unranked 5

Year	Rank	Type	Title / 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