Serge Assaad

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Weakly Supervised

Survival Analysis

Predictive Modeling

Top Venues

Medical Image Anal.

Publications

Serge Assaad, Carlton Downey, Rami Al-Rfou', Nigamaa Nayakanti, Benjamin Sapp
VN-Transformer: Rotation-Equivariant Attention for Vector Neurons. Trans. Mach. Learn. Res. 2023 (2023)
Serge Assaad, Carlton Downey, Rami Al-Rfou, Nigamaa Nayakanti, Ben Sapp
VN-Transformer: Rotation-Equivariant Attention for Vector Neurons. CoRR (2022)
Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin
Counterfactual Representation Learning with Balancing Weights. AISTATS (2021)
Serge Assaad, Shuxi Zeng, Henry Pfister, Fan Li, Lawrence Carin
Hölder Bounds for Sensitivity Analysis in Causal Reasoning. CoRR (2021)
David Dov, Serge Assaad, Shijing Si, Rui Wang, Hongteng Xu, Shahar Ziv Kovalsky, Jonathan Bell, Danielle Elliott Range, Jonathan Cohen, Ricardo Henao, Lawrence Carin
Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images. CHIL (2021)
Paidamoyo Chapfuwa, Serge Assaad, Shuxi Zeng, Michael J. Pencina, Lawrence Carin, Ricardo Henao
Enabling counterfactual survival analysis with balanced representations. CHIL (2021)
David Dov, Shahar Z. Kovalsky, Serge Assaad, Jonathan Cohen, Danielle Elliott Range, Avani A. Pendse, Ricardo Henao, Lawrence Carin
Weakly supervised instance learning for thyroid malignancy prediction from whole slide cytopathology images. Medical Image Anal. 67 (2021)
Paidamoyo Chapfuwa, Serge Assaad, Shuxi Zeng, Michael J. Pencina, Lawrence Carin, Ricardo Henao
Survival Analysis meets Counterfactual Inference. CoRR (2020)
Shuxi Zeng, Serge Assaad, Chenyang Tao, Shounak Datta, Lawrence Carin, Fan Li
Double Robust Representation Learning for Counterfactual Prediction. CoRR (2020)
Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin
Counterfactual Representation Learning with Balancing Weights. CoRR (2020)