Amir-Hossein Karimi

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Bernhard SchölkopfDirector, Max Planck Institute for Intelligent Systems & ELLIS Institute Tübingen; Professor at ETHVerified email at tuebingen.mpg.de
Isabel ValeraSaarland University and Max Planck Institute for Software SystemsVerified email at cs.uni-saarland.de
Jason WestonMetaVerified email at fb.com
Antoine BordesHelsingVerified email at helsing.ai
Adam FischGoogle DeepMindVerified email at google.com
Alexander Holden MillerMeta Fundamental AI Research (FAIR)Verified email at meta.com
Gilles BartheMPI-SP and IMDEA Software InstituteVerified email at mpi-sp.org
Alexander WongCanada Research Chair FIET FInstP FRSPH FRGS FGS FRSA FISDDE, Systems Design, University of WaterlooVerified email at uwaterloo.ca
Julius von KügelgenETH ZürichVerified email at stat.math.ethz.ch
Borja BalleDeepMindVerified email at google.com
Ricardo Dominguez-OlmedoMax Planck Institute for Intelligent SystemsVerified email at tue.mpg.de
Mohammad Javad ShafieeUniversity of WaterlooVerified email at uwaterloo.ca
Kiarash MohammadiMila, University of MontrealVerified email at mila.quebec
Adrian WellerDirector of Research, Machine Learning, University of CambridgeVerified email at eng.cam.ac.uk
Ershad BanijamaliApplied Scientist, AmazonVerified email at amazon.com
Ahmad EhyaeiMax Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Setareh MaghsudiRuhr-University BochumVerified email at rub.de
Been KimGoogle DeepMindVerified email at csail.mit.edu
Simon KornblithAnthropicVerified email at anthropic.com
Krikamol MuandetCISPA - Helmholtz Center for Information SecurityVerified email at cispa.de

Amir-Hossein Karimi

University of Waterloo

Verified email at uwaterloo.ca - Homepage

Artificial Intelligence Machine Learning Explainable AI Causal Inference Algorithmic Recourse


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Key-value memory networks for directly reading documents A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston EMNLP, 2016	1153	2016
MACE: Model-Agnostic Counterfactual Explanations for Consequential Decisions AH Karimi, G Barthe, B Belle, I Valera AISTATS, 2019	353*	2019
Algorithmic Recourse: from Counterfactual Explanations to Interventions AH Karimi, B Schölkopf, I Valera ACM-FAccT, 2020	345	2020
A survey of algorithmic recourse: contrastive explanations and consequential recommendations AH Karimi, G Barthe, B Schölkopf, I Valera ACM-CSUR (Computing Surveys), 2022	316*	2022
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach AH Karimi, J von Kügelgen, B Schölkopf, I Valera NeurIPS, 2020	174	2020
On the Fairness of Causal Algorithmic Recourse J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf AAAI, 2022	86	2022
On the Adversarial Robustness of Causal Algorithmic Recourse R Dominguez-Olmedo, AH Karimi, B Schölkopf ICML, 2022	62	2022
Scaling Guarantees for Nearest Counterfactual Explanations K Mohammadi, AH Karimi, G Barthe, I Valera ACM-AIES, 2021	39	2021
Automated detection and cell density assessment of keratocytes in the human corneal stroma from ultrahigh resolution optical coherence tomograms AH Karimi, A Wong, K Bizheva Biomedical Optics Express, 2011	29	2011
Comparative analysis of gait speed estimation using wideband and narrowband radars, thermal camera, and motion tracking suit technologies PP Morita, AS Rocha, G Shaker, D Lee, J Wei, B Fong, A Thatte, A Karimi, ... Journal of Healthcare Informatics Research 4, 215-237, 2020	17	2020
JADE: Joint autoencoders for dis-entanglement E Banijamali, AH Karimi, A Wong, A Ghodsi NeurIPS Workshops (Learning Disentangled Representations), 2017	16	2017
Key-Value Memory Networks AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston US Patent App. 16/002,463, 2018	15	2018
Distance correlation autoencoder R Wang, AH Karimi, A Ghodsi IJCNN: IEEE International Joint Conference on Neural Networks, 2018	15*	2018
Towards causal algorithmic recourse AH Karimi, J von Kügelgen, B Schölkopf, I Valera International workshop on extending explainable AI beyond deep models and …, 2020	14	2020
On the Relationship Between Explanation and Prediction: A Causal View AH Karimi, K Muandet, S Kornblith, B Schölkopf, B Kim ICML, 2023	13	2023
Deep Variational Sufficient Dimensionality Reduction E Banijamali, AH Karimi, A Ghodsi NeurIPS Workshops (Bayesian Deep Learning), 2018	11	2018
Robustness Implies Fairness in Causal Algorithmic Recourse AR Ehyaei, AH Karimi, B Schölkopf, S Maghsudi ACM-FAccT, 2023	9	2023
Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification AH Karimi, MJ Shafiee, F Khalvati, MA Haider, A Ghodsi, A Wong ICIAR: International Conference on Image Analysis and Recognition, 2017	7	2017
Spatio-temporal saliency detection using abstracted fully-connected graphical models AH Karimi, MJ Shafiee, C Scharfenberger, I BenDaya, S Haider, ... ICIP: IEEE International Conference on Image Processing, 2016	6	2016
SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections AH Karimi, A Wong, A Ghodsi arXiv preprint arXiv:1811.03166, 2018	4	2018

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