Jessica Schrouff

41 papers A* 5A 1Journal 22Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Evolutionary Algorithm for Black-Box Adversarial Attack Against Explainable Methods.
Trans. Mach. Learn. Res.
Phoenix Neale Williams, Jessica Schrouff, Lea Goetz
2025 J jnl
Enduring Disparities in the Workplace: A Pilot Study in the AI Community.
CoRR
Yunusa Simpa Abdulsalam, Siobhan Mackenzie Hall, Ana María Quintero-Ossa, William Agnew, Carla Muntean, Sarah Tan, Ashley Heady, Savannah Thais, Jessica Schrouff
2025 A* conf
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.
ICML
Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa
2024 A* conf
Evaluating Model Bias Requires Characterizing its Mistakes.
ICML
Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, Ali Taylan Cemgil, Sven Gowal, Olivia Wiles
2024 J jnl
Evaluating Model Bias Requires Characterizing its Mistakes.
CoRR
Isabela Albuquerque, Jessica Schrouff, David Warde-Farley, A. Taylan Cemgil, Sven Gowal, Olivia Wiles
2024 J jnl
FunBO: Discovering Acquisition Functions for Bayesian Optimization with FunSearch.
CoRR
Virginia Aglietti, Ira Ktena, Jessica Schrouff, Eleni Sgouritsa, Francisco J. R. Ruiz, Alan Malek, Alexis Bellot, Silvia Chiappa
2024 A* conf
Mind the Graph When Balancing Data for Fairness or Robustness.
NeurIPS
Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa
2024 J jnl
Mind the Graph When Balancing Data for Fairness or Robustness.
CoRR
Jessica Schrouff, Alexis Bellot, Amal Rannen-Triki, Alan Malek, Isabela Albuquerque, Arthur Gretton, Alexander D'Amour, Silvia Chiappa
2023 A conf
Adapting to Latent Subgroup Shifts via Concepts and Proxies.
AISTATS
Ibrahim Alabdulmohsin, Nicole Chiou, Alexander D'Amour, Arthur Gretton, Sanmi Koyejo, Matt J. Kusner, Stephen R. Pfohl, Olawale Salaudeen, Jessica Schrouff, Katherine Tsai
2022 A* conf
A Reduction to Binary Approach for Debiasing Multiclass Datasets.
NeurIPS
Ibrahim M. Alabdulmohsin, Jessica Schrouff, Sanmi Koyejo
2022 J jnl
A Reduction to Binary Approach for Debiasing Multiclass Datasets.
CoRR
Ibrahim Alabdulmohsin, Jessica Schrouff, Oluwasanmi Koyejo
2022 J jnl
Adapting to Latent Subgroup Shifts via Concepts and Proxies.
CoRR
Ibrahim Alabdulmohsin, Nicole Chiou, Alexander D'Amour, Arthur Gretton, Sanmi Koyejo, Matt J. Kusner, Stephen R. Pfohl, Olawale Salaudeen, Jessica Schrouff, Katherine Tsai
2022 — conf
Algorithmic Fairness through the Lens of Causality and Privacy (AFCP) 2022.
AFCP
Awa Dieng, Miriam Rateike, Golnoosh Farnadi, Ferdinando Fioretto, Matt J. Kusner, Jessica Schrouff
2022 — ed.
Algorithmic Fairness through the Lens of Causality and Privacy Workshop, AFCP 2022, New Orleans, LA, USA (hybrid), 03 December 2022
AFCP
Awa Dieng, Miriam Rateike, Golnoosh Farnadi, Ferdinando Fioretto, Matt J. Kusner, Jessica Schrouff
2022 J jnl
Detecting and Preventing Shortcut Learning for Fair Medical AI using Shortcut Testing (ShorT).
CoRR
Alexander Brown, Nenad Tomasev, Jan Freyberg, Yuan Liu, Alan Karthikesalingam, Jessica Schrouff
2022 A* conf
Diagnosing failures of fairness transfer across distribution shift in real-world medical settings.
NeurIPS
Jessica Schrouff, Natalie Harris, Sanmi Koyejo, Ibrahim M. Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour
2022 — conf
Disability prediction in multiple sclerosis using performance outcome measures and demographic data.
CHIL
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller
2022 J jnl
Disability prediction in multiple sclerosis using performance outcome measures and demographic data.
CoRR
Subhrajit Roy, Diana Mincu, Lev Proleev, Negar Rostamzadeh, Chintan Ghate, Natalie Harris, Christina Chen, Jessica Schrouff, Nenad Tomasev, Fletcher Lee Hartsell, Katherine A. Heller
2022 — conf
Healthsheet: Development of a Transparency Artifact for Health Datasets.
FAccT
Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, Andrew Smart, Lauren Wilcox, Mahima Pushkarna, Jessica Schrouff, Razvan Amironesei, Nyalleng Moorosi, Katherine A. Heller
2022 J jnl
Healthsheet: Development of a Transparency Artifact for Health Datasets.
CoRR
Negar Rostamzadeh, Diana Mincu, Subhrajit Roy, Andrew Smart, Lauren Wilcox, Mahima Pushkarna, Jessica Schrouff, Razvan Amironesei, Nyalleng Moorosi, Katherine A. Heller
2022 J jnl
Maintaining fairness across distribution shift: do we have viable solutions for real-world applications?
CoRR
Jessica Schrouff, Natalie Harris, Oluwasanmi Koyejo, Ibrahim Alabdulmohsin, Eva Schnider, Krista Opsahl-Ong, Alexander Brown, Subhrajit Roy, Diana Mincu, Christina Chen, Awa Dieng, Yuan Liu, Vivek Natarajan, Alan Karthikesalingam, Katherine A. Heller, Silvia Chiappa, Alexander D'Amour
2022 J jnl
Underspecification Presents Challenges for Credibility in Modern Machine Learning.
J. Mach. Learn. Res.
Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
2021 — conf
Algorithmic Fairness through the Lens of Causality and Robustness (AFCR) 2021.
AFCR
Jessica Schrouff, Awa Dieng, Miriam Rateike, Kweku Kwegyir-Aggrey, Golnoosh Farnadi
2021 — ed.
Algorithmic Fairness through the Lens of Causality and Robustness Workshop, AFCR 2021, virtual, December 13, 2021.
AFCR
Jessica Schrouff, Awa Dieng, Miriam Rateike, Kweku Kwegyir-Aggrey, Golnoosh Farnadi
2021 J jnl
Best of both worlds: local and global explanations with human-understandable concepts.
CoRR
Jessica Schrouff, Sebastien Baur, Shaobo Hou, Diana Mincu, Eric Loreaux, Ralph Blanes, James Wexler, Alan Karthikesalingam, Been Kim
2021 — conf
Concept-based model explanations for electronic health records.
CHIL
Diana Mincu, Eric Loreaux, Shaobo Hou, Sebastien Baur, Ivan Protsyuk, Martin Seneviratne, Anne Mottram, Nenad Tomasev, Alan Karthikesalingam, Jessica Schrouff
2021 J jnl
Multitask prediction of organ dysfunction in the intensive care unit using sequential subnetwork routing.
J. Am. Medical Informatics Assoc.
Subhrajit Roy, Diana Mincu, Eric Loreaux, Anne Mottram, Ivan Protsyuk, Natalie Harris, Yuan Xue, Jessica Schrouff, Hugh Montgomery, Alistair Connell, Nenad Tomasev, Alan Karthikesalingam, Martin Seneviratne
2020 J jnl
Concept-based model explanations for Electronic Health Records.
CoRR
Sebastien Baur, Shaobo Hou, Eric Loreaux, Diana Mincu, Anne Mottram, Ivan Protsyuk, Nenad Tomasev, Martin G. Seneviratne, Alan Karthikesalingam, Jessica Schrouff
2020 J jnl
Underspecification Presents Challenges for Credibility in Modern Machine Learning.
CoRR
Alexander D'Amour, Katherine A. Heller, Dan Moldovan, Ben Adlam, Babak Alipanahi, Alex Beutel, Christina Chen, Jonathan Deaton, Jacob Eisenstein, Matthew D. Hoffman, Farhad Hormozdiari, Neil Houlsby, Shaobo Hou, Ghassen Jerfel, Alan Karthikesalingam, Mario Lucic, Yi-An Ma, Cory Y. McLean, Diana Mincu, Akinori Mitani, Andrea Montanari, Zachary Nado, Vivek Natarajan, Christopher Nielson, Thomas F. Osborne, Rajiv Raman, Kim Ramasamy, Rory Sayres, Jessica Schrouff, Martin Seneviratne, Shannon Sequeira, Harini Suresh, Victor Veitch, Max Vladymyrov, Xuezhi Wang, Kellie Webster, Steve Yadlowsky, Taedong Yun, Xiaohua Zhai, D. Sculley
2019 J jnl
Inferring Javascript types using Graph Neural Networks.
CoRR
Jessica Schrouff, Kai Wohlfahrt, Bruno Marnette, Liam Atkinson
2018 J jnl
Embedding Anatomical or Functional Knowledge in Whole-Brain Multiple Kernel Learning Models.
Neuroinformatics
Jessica Schrouff, João M. Monteiro, Liana Catarina Lima Portugal, Maria João Duarte Rosa, Christophe Phillips, Janaina Mourão Miranda
2018 — conf
Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense?
PRNI
Jessica Schrouff, Janaina Mourão Miranda
2018 J jnl
Interpreting weight maps in terms of cognitive or clinical neuroscience: nonsense?
CoRR
Jessica Schrouff, Janaina Mourão Miranda
2015 — conf
Predicting Numerical Processing in Naturalistic Settings from Controlled Experimental Conditions.
PRNI
Jessica Schrouff, Christophe Phillips, Josef Parvizi, Janaina Mourão Miranda
2014 — conf
Decoding memory processing from electro-corticography in human posteromedial cortex.
PRNI
Jessica Schrouff, Brett L. Foster, V. Rangarajan, Christophe Phillips, Janaina Mourão Miranda, Josef Parvizi
2013 — conf
Localizing and Comparing Weight Maps Generated from Linear Kernel Machine Learning Models.
PRNI
Jessica Schrouff, Julien Crémers, Gaëtan Garraux, Luca Baldassarre, Janaina Mourão Miranda, Christophe Phillips
2013 J jnl
PRoNTo: Pattern Recognition for Neuroimaging Toolbox.
Neuroinformatics
Jessica Schrouff, Maria João Duarte Rosa, Jane M. Rondina, Andre F. Marquand, Carlton Chu, John Ashburner, Christophe Phillips, Jonas Richiardi, Janaina Mourão Miranda
2013 — —
Pattern Recognition in NeuroImaging: What can machine learning classifiers bring to the analysis of functional brain imaging?
Jessica Schrouff
2012 — conf
Decoding Spontaneous Brain Activity from fMRI Using Gaussian Processes: Tracking Brain Reactivation.
PRNI
Jessica Schrouff, Caroline Kussé, Louis Wehenkel, Pierre Maquet, Christophe Phillips
2011 J jnl
Brain functional integration decreases during propofol-induced loss of consciousness.
NeuroImage
Jessica Schrouff, Vincent Perlbarg, Mélanie Boly, Guillaume Marrelec, Pierre Boveroux, Audrey Vanhaudenhuyse, Marie-Aurélie Bruno, Steven Laureys, Christophe Phillips, Mélanie Pélégrini-Issac, Pierre Maquet, Habib Benali
2011 J jnl
fMRI Artefact Rejection and Sleep Scoring Toolbox.
Comput. Intell. Neurosci.
Yves Leclercq, Jessica Schrouff, Quentin Noirhomme, Pierre Maquet, Christophe Phillips