default search action
Amir-Hossein Karimi
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [c19]Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
:
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. AAAI 2024: 11847-11855 - [c18]Gautam Machiraju, Alexander Derry, Arjun D. Desai, Neel Guha, Amir-Hossein Karimi, James Zou, Russ B. Altman, Christopher Ré, Parag Mallick:
Prospector Heads: Generalized Feature Attribution for Large Models & Data. ICML 2024 - [i20]Gautam Machiraju, Alexander Derry
Prospector Heads: Generalized Feature Attribution for Large Models & Data. CoRR abs/2402.11729 (2024) - 2023
- [b1]Amir-Hossein Karimi:
Advances in Algorithmic Recourse: Ensuring Causal Consistency, Fairness, & Robustness. ETH Zurich, Zürich, Switzerland, 2023 - [j5]Amir-Hossein Karimi, Gilles Barthe
A Survey of Algorithmic Recourse: Contrastive Explanations and Consequential Recommendations. ACM Comput. Surv. 55(5): 95:1-95:29 (2023) - [c17]Ahmad-Reza Ehyaei
Robustness Implies Fairness in Causal Algorithmic Recourse. FAccT 2023: 984-1001 - [c16]Amir Reza Mohammadi, Amir-Hossein Karimi, Mahdi Bohlouli, Eva Zangerle, Günther Specht:
HPT4Rec: AutoML-based Hyperparameter Self-Tuning Framework for Session-based Recommender Systems. GvDB 2023 - [c15]Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Georgios Arvanitidis, Bernhard Schölkopf:
On Data Manifolds Entailed by Structural Causal Models. ICML 2023: 8188-8201 - [c14]Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith, Bernhard Schölkopf, Been Kim:
On the Relationship Between Explanation and Prediction: A Causal View. ICML 2023: 15861-15883 - [c13]Raha Moraffah
Socially Responsible Machine Learning: A Causal Perspective. KDD 2023: 5819-5820 - [i19]Ahmad-Reza Ehyaei, Amir-Hossein Karimi, Bernhard Schölkopf, Setareh Maghsudi:
Robustness Implies Fairness in Causal Algorithmic Recourse. CoRR abs/2302.03465 (2023) - [i18]Masoud Akbari, Amir-Hossein Karimi, Tayyebeh Saeedi, Zeinab Saeidi, Kiana Ghezelbash, Fatemeh Shamsezat, Mohammad Akbari, Ali Mohades:
A Persian Benchmark for Joint Intent Detection and Slot Filling. CoRR abs/2303.00408 (2023) - [i17]Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi
Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. CoRR abs/2308.08938 (2023) - 2022
- [j4]Mohammad Reza Karimi
Prospects and challenges of cancer systems medicine: from genes to disease networks. Briefings Bioinform. 23(1) (2022) - [j3]Amir-Hossein Karimi
Feasibility of 18-MV grid therapy from radiation protection aspects: unwanted dose and fatal cancer risk caused by photoneutrons and scattered photons. Comput. Methods Programs Biomed. 213: 106524 (2022) - [c12]Julius von Kügelgen, Amir-Hossein Karimi, Umang Bhatt, Isabel Valera, Adrian Weller, Bernhard Schölkopf:
On the Fairness of Causal Algorithmic Recourse. AAAI 2022: 9584-9594 - [c11]Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Bernhard Schölkopf:
On the Adversarial Robustness of Causal Algorithmic Recourse. ICML 2022: 5324-5342 - [i16]Amir-Hossein Karimi, Krikamol Muandet, Simon Kornblith, Bernhard Schölkopf, Been Kim:
On the Relationship Between Explanation and Prediction: A Causal View. CoRR abs/2212.06925 (2022) - 2021
- [j2]Amir-Hossein Karimi
Statistical Learning in Wasserstein Space. IEEE Control. Syst. Lett. 5(3): 899-904 (2021) - [c10]Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera
Scaling Guarantees for Nearest Counterfactual Explanations. AIES 2021: 177-187 - [c9]Amir-Hossein Karimi, Tryphon T. Georgiou:
The Challenge of Small Data: Dynamic Mode Decomposition, Redux. CDC 2021: 2276-2281 - [c8]Amir-Hossein Karimi, Bernhard Schölkopf, Isabel Valera
Algorithmic Recourse: from Counterfactual Explanations to Interventions. FAccT 2021: 353-362 - [i15]Amir-Hossein Karimi, Tryphon T. Georgiou:
The Challenge of Small Data: Dynamic Mode Decomposition, Redux. CoRR abs/2104.04005 (2021) - [i14]Amir-Hossein Karimi, Tryphon T. Georgiou:
Regression analysis of distributional data through Multi-Marginal Optimal transport. CoRR abs/2106.15031 (2021) - [i13]Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Bernhard Schölkopf:
On the Adversarial Robustness of Causal Algorithmic Recourse. CoRR abs/2112.11313 (2021) - 2020
- [c7]Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera
Model-Agnostic Counterfactual Explanations for Consequential Decisions. AISTATS 2020: 895-905 - [c6]Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera
Towards Causal Algorithmic Recourse. xxAI@ICML 2020: 139-166 - [c5]Amir-Hossein Karimi, Bodo Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach. NeurIPS 2020 - [i12]Amir-Hossein Karimi, Bernhard Schölkopf, Isabel Valera:
Algorithmic Recourse: from Counterfactual Explanations to Interventions. CoRR abs/2002.06278 (2020) - [i11]Amir-Hossein Karimi, Julius von Kügelgen, Bernhard Schölkopf, Isabel Valera:
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach. CoRR abs/2006.06831 (2020) - [i10]Amir-Hossein Karimi, Gilles Barthe, Bernhard Schölkopf, Isabel Valera:
A survey of algorithmic recourse: definitions, formulations, solutions, and prospects. CoRR abs/2010.04050 (2020) - [i9]Kiarash Mohammadi, Amir-Hossein Karimi, Gilles Barthe, Isabel Valera:
Scaling Guarantees for Nearest Counterfactual Explanations. CoRR abs/2010.04965 (2020) - [i8]Julius von Kügelgen, Umang Bhatt, Amir-Hossein Karimi, Isabel Valera, Adrian Weller, Bernhard Schölkopf:
On the Fairness of Causal Algorithmic Recourse. CoRR abs/2010.06529 (2020) - [i7]Amir-Hossein Karimi, Tryphon T. Georgiou:
Data-Driven Approximation of the Perron-Frobenius Operator Using the Wasserstein Metric. CoRR abs/2011.00759 (2020)
2010 – 2019
- 2019
- [i6]Amir-Hossein Karimi, Gilles Barthe, Borja Balle, Isabel Valera:
Model-Agnostic Counterfactual Explanations for Consequential Decisions. CoRR abs/1905.11190 (2019) - 2018
- [c4]Rick Wang, Amir-Hossein Karimi, Ali Ghodsi:
Distance Correlation Autoencoder. IJCNN 2018: 1-8 - [i5]Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi:
SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections. CoRR abs/1811.03166 (2018) - [i4]Ershad Banijamali, Amir-Hossein Karimi, Ali Ghodsi:
Deep Variational Sufficient Dimensionality Reduction. CoRR abs/1812.07641 (2018) - 2017
- [c3]Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi, Alexander Wong:
Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification. ICIAR 2017: 45-53 - [i3]Amir-Hossein Karimi, M. J. Shafiee, Ali Ghodsi, Alexander Wong:
Synthesizing Deep Neural Network Architectures using Biological Synaptic Strength Distributions. CoRR abs/1707.00081 (2017) - [i2]Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi:
JADE: Joint Autoencoders for Dis-Entanglement. CoRR abs/1711.09163 (2017) - 2016
- [j1]Roya Sabbagh Novin, Amir-Hossein Karimi, Mojtaba Yazdani, Mehdi Tale Masouleh:
Optimal motion planning for parallel robots via convex optimization and receding horizon. Adv. Robotics 30(17-18): 1145-1163 (2016) - [c2]Alexander H. Miller
Key-Value Memory Networks for Directly Reading Documents. EMNLP 2016: 1400-1409 - [c1]Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong:
Spatio-temporal saliency detection using abstracted fully-connected graphical models. ICIP 2016: 694-698 - [i1]Alexander H. Miller, Adam Fisch, Jesse Dodge, Amir-Hossein Karimi, Antoine Bordes, Jason Weston:
Key-Value Memory Networks for Directly Reading Documents. CoRR abs/1606.03126 (2016)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-07 22:21 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: