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Amir-Hossein Karimi
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Year
Key-value memory networks for directly reading documents
A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston
EMNLP, 2016
11122016
MACE: Model-Agnostic Counterfactual Explanations for Consequential Decisions
AH Karimi, G Barthe, B Belle, I Valera
AISTATS, 2019
338*2019
Algorithmic Recourse: from Counterfactual Explanations to Interventions
AH Karimi, B Schölkopf, I Valera
ACM-FAccT, 2020
3242020
A survey of algorithmic recourse: contrastive explanations and consequential recommendations
AH Karimi, G Barthe, B Schölkopf, I Valera
ACM-CSUR (Computing Surveys), 2022
294*2022
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
AH Karimi*, J von Kügelgen*, B Schölkopf, I Valera
NeurIPS, 2020
1672020
On the Fairness of Causal Algorithmic Recourse
J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf
AAAI, 2022
822022
On the Adversarial Robustness of Causal Algorithmic Recourse
R Dominguez-Olmedo, AH Karimi, B Schölkopf
ICML, 2022
562022
Scaling Guarantees for Nearest Counterfactual Explanations
K Mohammadi, AH Karimi, G Barthe, I Valera
ACM-AIES, 2021
392021
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
292011
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
162020
JADE: Joint autoencoders for dis-entanglement
E Banijamali*, AH Karimi*, A Wong, A Ghodsi
NeurIPS Workshops (Learning Disentangled Representations), 2017
162017
Towards Causal Algorithmic Recourse
AH Karimi*, J von Kügelgen*, B Schölkopf, I Valera
Lecture Notes in Computer Science 13200 (xxAI - Beyond Explainable AI), 139-166, 2022
152022
Key-Value Memory Networks
AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston
US Patent App. 16/002,463, 2018
142018
Distance correlation autoencoder
R Wang, AH Karimi, A Ghodsi
IJCNN: IEEE International Joint Conference on Neural Networks, 2018
13*2018
On the Relationship Between Explanation and Prediction: A Causal View
AH Karimi, K Muandet, S Kornblith, B Schölkopf, B Kim
ICML, 2023
102023
Deep Variational Sufficient Dimensionality Reduction
E Banijamali, AH Karimi, A Ghodsi
NeurIPS Workshops (Bayesian Deep Learning), 2018
102018
Robustness Implies Fairness in Causal Algorithmic Recourse
AR Ehyaei, AH Karimi, B Schölkopf, S Maghsudi
ACM-FAccT, 2023
92023
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
72017
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
62016
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
42018
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Articles 1–20