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Amir-Hossein Karimi
Amir-Hossein Karimi
MPI for Intelligent Systems & ETH Zurich
Verified email at tue.mpg.de - Homepage
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: Empirical Methods in Natural Language Processing, 2016
7292016
MACE: Model-Agnostic Counterfactual Explanations for Consequential Decisions
AH Karimi, G Barthe, B Belle, I Valera
AISTATS 2020, 2019
120*2019
Algorithmic Recourse: from Counterfactual Explanations to Interventions
AH Karimi, B Schölkopf, I Valera
ACM-FAccT 2021, 2020
842020
A survey of algorithmic recourse: contrastive explanations and consequential recommendations
AH Karimi, G Barthe, B Schölkopf, I Valera
ACM Computing Surveys (CSUR), 2022
60*2022
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
AH Karimi*, J von Kügelgen*, B Schölkopf, I Valera
NeurIPS 2020, 2020
582020
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
252011
JADE: Joint autoencoders for dis-entanglement
E Banijamali*, AH Karimi*, A Wong, A Ghodsi
NeurIPS 2017 (Workshop on Learning Disentangled Representations), 2017
142017
On the fairness of causal algorithmic recourse
J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf
AAAI 2022, 2022
132022
Distance correlation autoencoder
R Wang, AH Karimi, A Ghodsi
IJCNN: IEEE International Joint Conference on Neural Networks, 2018
8*2018
Scaling Guarantees for Nearest Counterfactual Explanations
K Mohammadi, AH Karimi, G Barthe, I Valera
ACM-AIES 2021, 2020
72020
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
Key-Value Memory Networks
AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston
US Patent App. 16/002,463, 2018
62018
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
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 (3), 215-237, 2020
52020
Deep Variational Sufficient Dimensionality Reduction
E Banijamali, AH Karimi, A Ghodsi
NeurIPS 2019 Workshop on Bayesian Deep Learning, 2018
52018
On the Adversarial Robustness of Causal Algorithmic Recourse
R Dominguez-Olmedo, AH Karimi, B Schölkopf
ICML 2022, 2022
32022
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
32018
A Summary Of The Kernel Matrix, And How To Learn It Effectively Using Semidefinite Programming
AH Karimi
arXiv preprint arXiv:1709.06557, 2017
22017
Comparison of Gait Speed Estimation of Multiple Sensor-Based Technologies
PP Morita, AS Rocha, G Shaker, D Lee, J Wei, B Fong, A Thatte, ...
Proceedings of the International Symposium on Human Factors and Ergonomics …, 2019
12019
Exploring new forms of random projections for prediction and dimensionality reduction in big-data regimes
AH Karimi
University of Waterloo, 2018
12018
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Articles 1–20