Pascal Sturmfels

15 papers B 1Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2024 — —
Explainable Machine Learning and Applications in Protein-Ligand Complex Structure Prediction
Pascal Sturmfels
2022 J jnl
Automated Brain Masking of Fetal Functional MRI with Open Data.
Neuroinformatics
Saige Rutherford, Pascal Sturmfels, Mike Angstadt, Jasmine L. Hect, Jenna Wiens, Marion I. van den Heuvel, Dustin Scheinost, Chandra Sekhar Sripada, Moriah E. Thomason
2021 J jnl
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks.
J. Mach. Learn. Res.
Joseph D. Janizek, Pascal Sturmfels, Su-In Lee
2021 J jnl
FoggySight: A Scheme for Facial Lookup Privacy.
Proc. Priv. Enhancing Technol.
Ivan Evtimov, Pascal Sturmfels, Tadayoshi Kohno
2021 J jnl
Improving performance of deep learning models with axiomatic attribution priors and expected gradients.
Nat. Mach. Intell.
Gabriel G. Erion, Joseph D. Janizek, Pascal Sturmfels, Scott M. Lundberg, Su-In Lee
2020 J jnl
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks.
CoRR
Joseph D. Janizek, Pascal Sturmfels, Su-In Lee
2020 J jnl
FoggySight: A Scheme for Facial Lookup Privacy.
CoRR
Ivan Evtimov, Pascal Sturmfels, Tadayoshi Kohno
2020 J jnl
Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models.
CoRR
Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani
2019 J jnl
Learning Explainable Models Using Attribution Priors.
CoRR
Gabriel G. Erion, Joseph D. Janizek, Pascal Sturmfels, Scott M. Lundberg, Su-In Lee
2019 J jnl
Select and permute: An improved online framework for scheduling to minimize weighted completion time.
Theor. Comput. Sci.
Samir Khuller, Jingling Li, Pascal Sturmfels, Kevin Sun, Prayaag Venkat
2018 — conf
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images.
MLHC
Pascal Sturmfels, Saige Rutherford, Mike Angstadt, Mark Peterson, Chandra Sekhar Sripada, Jenna Wiens
2018 J jnl
A Domain Guided CNN Architecture for Predicting Age from Structural Brain Images.
CoRR
Pascal Sturmfels, Saige Rutherford, Mike Angstadt, Mark Peterson, Chandra Sekhar Sripada, Jenna Wiens
2018 B conf
Select and Permute: An Improved Online Framework for Scheduling to Minimize Weighted Completion Time.
LATIN
Samir Khuller, Jingling Li, Pascal Sturmfels, Kevin Sun, Prayaag Venkat
2017 J jnl
Select and Permute: An Improved Online Framework for Scheduling to Minimize Weighted Completion Time.
CoRR
Samir Khuller, Jingling Li, Pascal Sturmfels, Kevin Sun, Prayaag Venkat
2016 J jnl
The Lair: a resource for exploratory analysis of published RNA-Seq data.
BMC Bioinform.
Harold Pimentel, Pascal Sturmfels, Nicolas Bray, Páll Melsted, Lior Pachter