Alexander Rubinstein

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Bias Variance Decomposition

Probabilistic Model

Top Venues

Publications

Evgenii Kortukov, Alexander Rubinstein, Elisa Nguyen, Seong Joon Oh
Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts. CoRR (2024)
Ankit Sonthalia, Alexander Rubinstein, Ehsan Abbasnejad, Seong Joon Oh
Do Deep Neural Network Solutions Form a Star Domain? CoRR (2024)
Luca Scimeca, Alexander Rubinstein, Damien Teney, Seong Joon Oh, Armand Mihai Nicolicioiu, Yoshua Bengio
Shortcut Bias Mitigation via Ensemble Diversity Using Diffusion Probabilistic Models. CoRR (2023)
Bálint Mucsányi, Michael Kirchhof, Elisa Nguyen, Alexander Rubinstein, Seong Joon Oh
Trustworthy Machine Learning. CoRR (2023)
Luca Scimeca, Alexander Rubinstein, Armand Mihai Nicolicioiu, Damien Teney, Yoshua Bengio
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks. CoRR (2023)