Amir-Hossein Karimi
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
13
Venues
8
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
13 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | AAAI | Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. | Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi |
| 2024 | ICML | Prospector Heads: Generalized Feature Attribution for Large Models & Data. | Gautam Machiraju, Alexander Derry, Arjun D. Desai, Neel Guha, Amir-Hossein Karimi, James Zou, Russ B. Altman, Christopher R, Parag Mallick |
| 2023 | ICML | On Data Manifolds Entailed by Structural Causal Models. | Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Georgios Arvanitidis, Bernhard Schlkopf |
| 2023 | ICML | On the Relationship Between Explanation and Prediction: A Causal View. | Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith, Bernhard Schlkopf, Been Kim |
| 2023 | KDD | Socially Responsible Machine Learning: A Causal Perspective. | Raha Moraffah, Amir-Hossein Karimi, Adrienne Raglin, Huan Liu |
| 2022 | AAAI | On the Fairness of Causal Algorithmic Recourse. | Julius von Kgelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schlkopf |
| 2022 | ICML | On the Adversarial Robustness of Causal Algorithmic Recourse. | Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Bernhard Schlkopf |
| 2021 | AIES | Scaling Guarantees for Nearest Counterfactual Explanations. | Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera |
| 2020 | AISTATS | Model-Agnostic Counterfactual Explanations for Consequential Decisions. | Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera |
| 2020 | ICML | Towards Causal Algorithmic Recourse. | Amir-Hossein Karimi, Julius von Kgelgen, Bernhard Schlkopf, Isabel Valera |
| 2018 | IJCNN | Distance Correlation Autoencoder. | Rick Wang, Amir-Hossein Karimi, Ali Ghodsi |
| 2016 | EMNLP | Key-Value Memory Networks for Directly Reading Documents. | Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston |
| 2016 | ICIP | Spatio-temporal saliency detection using abstracted fully-connected graphical models. | Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong |