Carlos Scheidegger

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Persistent Classification: A New Approach to Stability of Data and Adversarial Examples	2024	Brian Bell Michaël Geyer David Glickenstein Keaton Hamm Carlos Scheidegger Amanda Fernandez Juston Moore
+ PDF Chat	Reducing Access Disparities in Networks using Edge Augmentation✱	2023	Ashkan Bashardoust Sorelle A. Friedler Carlos Scheidegger Blair D. Sullivan Suresh Venkatasubramanian
+	Traveler: Navigating Task Parallel Traces for Performance Analysis	2022	Sayef Azad Sakin Alex Bigelow Rezaei Tohid Connor Scully-Allison Carlos Scheidegger Steven R. Brandt C. C. W. Taylor Kevin Huck Hartmut Kaiser Katherine E. Isaacs
+	Traveler: Navigating Task Parallel Traces for Performance Analysis	2022	Sayef Azad Sakin Alex Bigelow R. Tohid Connor Scully-Allison Carlos Scheidegger Steven R. Brandt C. C. W. Taylor Kevin Huck Hartmut Kaiser Katherine E. Isaacs
+	Reducing Access Disparities in Networks using Edge Augmentation	2022	Ashkan Bashardoust Sorelle A. Friedler Carlos Scheidegger Blair D. Sullivan Suresh Venkatasubramanian
+ PDF Chat	NeuralCubes: Deep Representations for Visual Data Exploration	2021	Z. Wang Dylan Cashman Mingwei Li Jixian Li Matthew Berger Joshua A. Levine Remco Chang Carlos Scheidegger
+ PDF Chat	UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data	2021	Mateus Espadoto Gabriel Appleby Ashley Suh Dylan Cashman Mingwei Li Carlos Scheidegger Erik Anderson Remco Chang Alexandru Telea
+	UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data.	2021	Mateus Espadoto Gabriel Appleby Ashley Suh Dylan Cashman Mingwei Li Carlos Scheidegger Erik Anderson Remco Chang Alexandru Telea
+ PDF Chat	Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models	2021	Zhenge Zhao Panpan Xu Carlos Scheidegger Liu Ren
+ PDF Chat	STFT-LDA: An algorithm to facilitate the visual analysis of building seismic responses	2021	Zhenge Zhao Danilo Motta Matthew Berger Joshua A. Levine Ismail Bahadir Kuzucu Robert B. Fleischman Afonso Paiva Carlos Scheidegger
+	The ANTARES Astronomical Time-domain Event Broker	2021	T. Matheson C. Stubens N. Wolf Chien‐Hsiu Lee Gautham Narayan Abhijit Saha A. Scott Monika Soraisam A. Bolton Benjamin Hauger
+	Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models	2021	Zhenge Zhao Panpan Xu Carlos Scheidegger Liu Ren
+	STFT-LDA: An Algorithm to Facilitate the Visual Analysis of Building Seismic Responses	2021	Zhenge Zhao Danilo Motta Matthew Berger Joshua A. Levine Ismail Bahadir Kuzucu Robert B. Fleischman Afonso Paiva Carlos Scheidegger
+	Comparing Deep Neural Nets with UMAP Tour	2021	Mingwei Li Carlos Scheidegger
+	UnProjection: Leveraging Inverse-Projections for Visual Analytics of High-Dimensional Data	2021	Mateus Espadoto Gabriel Appleby Ashley Suh Dylan Cashman Mingwei Li Carlos Scheidegger Erik Anderson Remco Chang Alexandru Telea
+	Clustering via Information Access in a Network.	2020	Hannah C. Beilinson Nasanbayar Ulzii-Orshikh Ashkan Bashardoust Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+ PDF Chat	A Classification Algorithm for Time-domain Novelties in Preparation for LSST Alerts. Application to Variable Stars and Transients Detected with DECam in the Galactic Bulge	2020	Monika Soraisam Abhijit Saha T. Matheson Chien‐Hsiu Lee Gautham Narayan A. K. Vivas Carlos Scheidegger Niels Oppermann Edward W. Olszewski S. Sinha
+	Problems with Shapley-value-based explanations as feature importance measures	2020	I. Elizabeth Kumar Suresh Venkatasubramanian Carlos Scheidegger Sorelle A. Friedler
+	Problems with Shapley-value-based explanations as feature importance measures	2020	I. Elizabeth Kumar Suresh Venkatasubramanian Carlos Scheidegger Sorelle A. Friedler
+	Information access representations and social capital in networks	2020	Ashkan Bashardoust Hannah C. Beilinson Sorelle A. Friedler Jiajie Ma Jade Rousseau Carlos Scheidegger Blair D. Sullivan Nasanbayar Ulzii-Orshikh Suresh Venkatasubramanian
+	Anteater: Interactive Visualization for Program Understanding	2019	Rebecca Faust Katherine E. Isaacs William Z. Bernstein M. Keith Sharp Carlos Scheidegger
+	Disentangling Influence: Using disentangled representations to audit model predictions	2019	Charles T. Marx Richard L. Phillips Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+ PDF Chat	Gaps in Information Access in Social Networks?	2019	Benjamin Fish Ashkan Bashardoust danah boyd Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+ PDF Chat	Fairness in representation: quantifying stereotyping as a representational harm	2019	Mohsen Abbasi Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+	Fairness in representation: quantifying stereotyping as a representational harm	2019	Mohsen Abbasi Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+ PDF Chat	A comparative study of fairness-enhancing interventions in machine learning	2019	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian Sonam Choudhary Evan P. Hamilton Derek Roth
+	Assessing the Local Interpretability of Machine Learning Models	2019	Dylan Slack Sorelle A. Friedler Carlos Scheidegger Chitradeep Dutta Roy
+	Disentangling Influence: Using Disentangled Representations to Audit Model Predictions	2019	Charles T. Marx Richard L. Phillips Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+ PDF Chat	Persistent Homology Guided Force-Directed Graph Layouts	2019	Ashley Suh Mustafa Hajij Bei Wang Carlos Scheidegger Paul Rosen
+	Anteater: Interactive Visualization of Program Execution Values in Context	2019	Rebecca Faust Katherine E. Isaacs William Z. Bernstein M. Keith Sharp Carlos Scheidegger
+	Fairness in representation: quantifying stereotyping as a representational harm	2019	Mohsen Abbasi Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+	NNCubes: Learned Structures for Visual Data Exploration.	2018	Zhe Wang Dylan Cashman Mingwei Li Jixian Li Matthew Berger Joshua A. Levine Remco Chang Carlos Scheidegger
+ PDF Chat	DimReader: Axis lines that explain non-linear projections	2018	Rebecca Faust David Glickenstein Carlos Scheidegger
+	Machine-learning-based Brokers for Real-time Classification of the LSST Alert Stream	2018	Gautham Narayan Tayeb Zaidi Monika Soraisam Z. Wang Michelle Lochner T. Matheson Abhijit Saha Shuo Yang Zhenge Zhao John Kececioglu
+ PDF Chat	Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology	2018	Mustafa Hajij Bei Wang Carlos Scheidegger Paul Rosen
+	A comparative study of fairness-enhancing interventions in machine learning	2018	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian Sonam Choudhary Evan P. Hamilton Derek Roth
+	Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing	2018	Lin Yan Zhao Yaodong Paul Rosen Carlos Scheidegger Bei Wang
+	A comparative study of fairness-enhancing interventions in machine learning	2018	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian Sonam Choudhary Evan P. Hamilton Derek Roth
+	NeuralCubes: Deep Representations for Visual Data Exploration	2018	Zhe Wang Dylan Cashman Mingwei Li Jixian Li Matthew Berger Joshua A. Levine Remco Chang Carlos Scheidegger
+	Driving Interactive Graph Exploration Using 0-Dimensional Persistent Homology Features	2017	Ashley Suh Mustafa Hajij Bei Wang Carlos Scheidegger Paul Rosen
+ PDF Chat	Auditing black-box models for indirect influence	2017	Philip Adler Casey Falk Sorelle A. Friedler Tionney Nix Gabriel Rybeck Carlos Scheidegger Brandon Smith Suresh Venkatasubramanian
+	Cartogram Visualization for Bivariate Geo-Statistical Data	2017	Sabrina Nusrat Muhammad Jawaherul Alam Carlos Scheidegger Stephen Kobourov
+	DimReader: Using auto-differentiation to explain non-linear projections.	2017	Rebecca Faust Carlos Scheidegger
+	Persistent Homology Guided Exploration of Time-Varying Graphs.	2017	Mustafa Hajij Bei Wang Carlos Scheidegger Paul Rosen
+	Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology	2017	Mustafa Hajij Bei Wang Carlos Scheidegger Paul Rosen
+	Runaway Feedback Loops in Predictive Policing	2017	Danielle Ensign Sorelle A. Friedler Scott Neville Carlos Scheidegger Suresh Venkatasubramanian
+	Visual Detection of Structural Changes in Time-Varying Graphs Using Persistent Homology	2017	Mustafa Hajij Bei Wang Carlos Scheidegger Paul Rosen
+ PDF Chat	Auditing Black-Box Models for Indirect Influence	2016	Philip Adler Casey Falk Sorelle A. Friedler Gabriel Rybeck Carlos Scheidegger Brandon Smith Suresh Venkatasubramanian
+ PDF Chat	ANTARES: progress towards building a 'broker' of time-domain alerts	2016	Abhijit Saha Z. Wang T. Matheson Gautham Narayan Richard T. Snodgrass John Kececioglu Carlos Scheidegger T. S. Axelrod T. Jenness Stephen T. Ridgway
+	Auditing Black-box Models by Obscuring Features	2016	Philip Adler Casey Falk Sorelle A. Friedler Gabriel Rybeck Carlos Scheidegger Brandon Smith Suresh Venkatasubramanian
+	Auditing Black-box Models for Indirect Influence	2016	Philip Adler Casey Falk Sorelle A. Friedler Gabriel Rybeck Carlos Scheidegger Brandon Smith Suresh Venkatasubramanian
+	On the (im)possibility of fairness	2016	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian
+	Auditing Black-box Models for Indirect Influence	2016	P. N. Adler Casey Falk Sorelle A. Friedler Gabriel Rybeck Carlos Scheidegger Brandon M. Smith Suresh Venkatasubramanian
+ PDF Chat	Certifying and Removing Disparate Impact	2015	Michael Feldman Sorelle A. Friedler John Moeller Carlos Scheidegger Suresh Venkatasubramanian
+	Towards Understanding Enjoyment and Flow in Information Visualization	2015	Bahador Saket Carlos Scheidegger Stephen Kobourov
+	Certifying and removing disparate impact	2014	Michael B. Feldman Sorelle A. Friedler John Moeller Carlos Scheidegger Suresh Venkatasubramanian
+	Certifying and removing disparate impact	2014	Michaël Feldman Sorelle A. Friedler John Moeller Carlos Scheidegger Suresh Venkatasubramanian
+ PDF Chat	Vector Field <i>k</i>‐Means: Clustering Trajectories by Fitting Multiple Vector Fields	2013	Nivan Ferreira James T. Klosowski Carlos Scheidegger Claudio Silva
+	Vector Field k-Means: Clustering Trajectories by Fitting Multiple Vector Fields	2012	Nivan Ferreira James T. Klosowski Carlos Scheidegger Claudio Silva
+	Vector Field k-Means: Clustering Trajectories by Fitting Multiple Vector Fields	2012	Nivan Ferreira James T. Klosowski Carlos Scheidegger Claudio Silva
+ PDF Chat	Revisiting Histograms and Isosurface Statistics	2008	Carlos Scheidegger John Michael Schreiner B. R. Duffy Hamish Carr Claudio Silva
+ PDF Chat	Multiresolution Elastic Medical Image Registration in Standard Intensity Scale	2007	E. W. Anderson Steven P. Callahan Carlos Scheidegger J.M. Schreiner Claudio Silva

Common Coauthors

Coauthor	Papers Together
Sorelle A. Friedler	26
Suresh Venkatasubramanian	25
Mingwei Li	7
Bei Wang	7
Paul Rosen	7
Dylan Cashman	6
Mustafa Hajij	6
Zhenge Zhao	6
Remco Chang	6
Joshua A. Levine	5
Ashley Suh	5
Ashkan Bashardoust	5
Gabriel Rybeck	5
Casey Falk	5
Katherine E. Isaacs	4
T. Matheson	4
Z. Wang	4
Brandon Smith	4
Matthew Berger	4
Claudio Silva	4
Gautham Narayan	4
Abhijit Saha	4
Philip Adler	4
Rebecca Faust	4
Evan P. Hamilton	3
John Moeller	3
Mateus Espadoto	3
Monika Soraisam	3
James T. Klosowski	3
Alexandru Telea	3
Shuo Yang	3
Derek Roth	3
John Kececioglu	3
Richard T. Snodgrass	3
Nivan Ferreira	3
Gabriel Appleby	3
Blair D. Sullivan	3
Panpan Xu	2
Sayef Azad Sakin	2
Afonso Paiva	2
Erik Anderson	2
T. S. Axelrod	2
David Glickenstein	2
Sonam Choudhary	2
R. Seaman	2
Charles T. Marx	2
Hannah C. Beilinson	2
Connor Scully-Allison	2
Danilo Motta	2
M. Keith Sharp	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Certifying and Removing Disparate Impact	2015	Michael Feldman Sorelle A. Friedler John Moeller Carlos Scheidegger Suresh Venkatasubramanian	10
+ PDF Chat	Fairness through awareness	2012	Cynthia Dwork Moritz Hardt Toniann Pitassi Omer Reingold Richard S. Zemel	6
+	Modeling Collaborations with Persistent Homology.	2014	Maria Bampasidou Thanos Gentimis	4
+ PDF Chat	LSST: From Science Drivers to Reference Design and Anticipated Data Products	2019	Željko Ivezić S. M. Kahn J. A. Tyson Bob Abel Emily Elizabeth Acosta R. A. Allsman David Alonso Yusra AlSayyad Scott F. Anderson John Andrew	4
+	An Introduction to the Conjugate Gradient Method Without the Agonizing Pain	1994	Jonathan Richard Shewchuk	3
+ PDF Chat	ANTARES: progress towards building a 'broker' of time-domain alerts	2016	Abhijit Saha Z. Wang T. Matheson Gautham Narayan Richard T. Snodgrass John Kececioglu Carlos Scheidegger T. S. Axelrod T. Jenness Stephen T. Ridgway	3
+ PDF Chat	THE VARIABLE SKY OF DEEP SYNOPTIC SURVEYS	2014	Stephen T. Ridgway T. Matheson Kenneth J. Mighell Knut Olsen Steve B. Howell	3
+ PDF Chat	Conditional variable importance for random forests	2008	Carolin Strobl Anne‐Laure Boulesteix Thomas Kneib Thomas Augustin Achim Zeileis	3
+ PDF Chat	The NumPy Array: A Structure for Efficient Numerical Computation	2011	Stéfan van der Walt Steven C. Colbert Gaël Varoquaux	3
+	Supersparse Linear Integer Models for Interpretable Classification	2013	Berk Ustun Stefano Tracà Cynthia Rudin	3
+	Equality of Opportunity in Supervised Learning	2016	Moritz Hardt Eric Price Nathan Srebro	3
+	Equality of Opportunity in Supervised Learning	2016	Moritz Hardt Eric Price Nathan Srebro	3
+ PDF Chat	A Visual Interaction Framework for Dimensionality Reduction Based Data Exploration	2018	Marco Cavallo Çağatay Demiralp	3
+ PDF Chat	ANTARES: a prototype transient broker system	2014	Abhijit Saha T. Matheson Richard T. Snodgrass John Kececioglu Gautham Narayan R. Seaman T. Jenness T. S. Axelrod	3
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	3
+	A Unified Approach to Interpreting Model Predictions	2017	Scott Lundberg Su‐In Lee	3
+	Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling	2016	Jiajun Wu Chengkai Zhang Tianfan Xue William T. Freeman Joshua B. Tenenbaum	2
+ PDF Chat	Urban Pulse: Capturing the Rhythm of Cities	2016	Fábio Miranda Harish Doraiswamy Marcos Lage Kai Zhao Bruno Gonçalves Luc Wilson Mondrian Hsieh Claudio Silva	2
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	2
+ PDF Chat	Cost-Effective Active Learning for Deep Image Classification	2016	Keze Wang Dongyu Zhang Ya Li Ruimao Zhang Liang Lin	2
+	On the psychology of prediction.	1973	Daniel Kahneman Amos Tversky	2
+ PDF Chat	LIII. <i>On lines and planes of closest fit to systems of points in space</i>	1901	Karl Pearson	2
+ PDF Chat	The IPAC Image Subtraction and Discovery Pipeline for the Intermediate Palomar Transient Factory	2016	Frank J. Masci Russ R. Laher Umaa Rebbapragada Gary Doran A. A. Miller Eric C. Bellm M. M. Kasliwal E. O. Ofek J. Surace D. L. Shupe	2
+ PDF Chat	Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles	2016	Mehdi Noroozi Paolo Favaro	2
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	2
+	A survey on measuring indirect discrimination in machine learning	2015	Indrė Žliobaitė	2
+ PDF Chat	Did the Results of Promotion Exams Have a Disparate Impact on Minorities? Using Statistical Evidence in <i>Ricci v. DeStefano</i>	2010	Weiwen Miao	2
+	On the (im)possibility of fairness	2016	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian	2
+ PDF Chat	Domain Generalization for Object Recognition with Multi-task Autoencoders	2015	Muhammad Ghifary W. Bastiaan Kleijn Mengjie Zhang David Balduzzi	2
+	Very Deep Convolutional Networks for Large-Scale Image Recognition	2014	Karen Simonyan Andrew Zisserman	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+	FLASH SPECTROSCOPY: EMISSION LINES FROM THE IONIZED CIRCUMSTELLAR MATERIAL AROUND <10-DAY-OLD TYPE II SUPERNOVAE	2016	D. Khazov O. Yaron A. Gal‐Yam I. Manulis A. Rubin S. R. Kulkarni I. Arcavi M. M. Kasliwal E. O. Ofek Y. Cao	2
+	Differential Geometry of Surfaces	1994	Manfredo P. do Carmo	2
+ PDF Chat	Astropy: A community Python package for astronomy	2013	Thomas Robitaille Erik Tollerud P. Greenfield Michael Droettboom Erik M. Bray Tom Aldcroft M. Ryleigh Davis Adam Ginsburg Adrian M. Price-Whelan Wolfgang Kerzendorf	2
+	Sequence to Sequence Learning with Neural Networks	2014	Ilya Sutskever Oriol Vinyals Quoc V. Le	2
+	Do Deep Nets Really Need to be Deep?	2013	Jimmy Ba Rich Caruana	2
+	Discovering Unwarranted Associations in Data-Driven Applications with the FairTest Testing Toolkit	2015	Florian Tramèr Vaggelis Atlidakis Roxana Geambasu Daniel Hsu Jean‐Pierre Hubaux Mathias Humbert Ari Juels Huang Lin	2
+ PDF Chat	Discrimination in online ad delivery	2013	Latanya Sweeney	2
+ PDF Chat	ParaGlide: Interactive Parameter Space Partitioning for Computer Simulations	2013	S. Bergner Michael Sedlmair Torsten Möller S. N. Abdolyousefi Ahmed Saad	2
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	2
+ PDF Chat	Barcodes: The persistent topology of data	2007	Robert Ghrist	2
+	Quick Shift and Kernel Methods for Mode Seeking	2008	Andrea Vedaldi Stefano Soatto	2
+ PDF Chat	ON MACHINE-LEARNED CLASSIFICATION OF VARIABLE STARS WITH SPARSE AND NOISY TIME-SERIES DATA	2011	Joseph W. Richards D. Starr N. Butler J. S. Bloom John M. Brewer Arien Crellin-Quick Justin Higgins Rachel Kennedy Maxime Rischard	2
+ PDF Chat	Using machine learning for discovery in synoptic survey imaging data	2013	Henrik Brink Joseph W. Richards D. Poznanski J. S. Bloom John Rice Sahand Negahban Martin J. Wainwright	2
+ PDF Chat	Unsupervised Learning of Visual Representations Using Videos	2015	Xiaolong Wang Abhinav Gupta	2
+	Graph Isomorphism in Quasipolynomial Time	2015	László Babai	2
+ PDF Chat	The Palomar Transient Factory: System Overview, Performance, and First Results	2009	Nicholas M. Law S. R. Kulkarni Richard Dekany E. O. Ofek R. Quimby P. Nugent J. Surace Carl J. Grillmair J. S. Bloom M. M. Kasliwal	2
+ PDF Chat	Deep Learning of Representations: Looking Forward	2013	Yoshua Bengio	2
+ PDF Chat	Learning to generate chairs with convolutional neural networks	2015	Alexey Dosovitskiy Jost Tobias Springenberg Thomas Brox	2
+ PDF Chat	Classification by pairwise coupling	1998	Trevor Hastie Robert Tibshirani	2