Siddhant Agarwal

Using machine learning to predict 1D steady-state temperature profiles from compressible mantle convection simulations

G. Montavon, P. Kessel, D. Breuer, 2019 .

Poisoned classifiers are not only backdoored, they are fundamentally broken

J. Z. Kolter, Mingjie Sun, Siddhant Agarwal, 2020, ArXiv.

Deep learning for surrogate modeling of two-dimensional mantle convection

Grégoire Montavon, Doris Breuer, Pan Kessel, 2021, Physical Review Fluids.

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation

Ryan A. Rossi, Xiang Ren, Sungchul Kim, 2020, ArXiv.

Deep learning for surrogate modelling of 2D mantle convection pdf

Doris Breuer, Gr'egoire Montavon, Pan Kessel, 2021, ArXiv.

What do you MEME? Generating Explanations for Visual Semantic Role Labelling in Memes

Md. Shad Akhtar, Preslav Nakov, Tharun Suresh, 2022, AAAI.

Toward Constraining Mars' Thermal Evolution Using Machine Learning

G. Montavon, P. Kessel, D. Breuer, 2021, Earth and Space Science.

Reinforcement Explanation Learning pdf

Abir Das, Sree Aditya Buridi, Owais Iqbal, 2021, ArXiv.