Amir-Hossein Karimi
Amir-Hossein Karimi
ETH Zurich & MPI for Intelligent Systems
Verified email at - Homepage
Cited by
Cited by
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
MACE: Model-Agnostic Counterfactual Explanations for Consequential Decisions
AH Karimi, G Barthe, B Belle, I Valera
AISTATS 2020, 2019
Algorithmic Recourse: from Counterfactual Explanations to Interventions
AH Karimi, B Schölkopf, I Valera
ACM-FAccT 2021, 2020
A survey of algorithmic recourse: contrastive explanations and consequential recommendations
AH Karimi, G Barthe, B Schölkopf, I Valera
ACM Computing Surveys (CSUR), 2022
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
AH Karimi*, J von Kügelgen*, B Schölkopf, I Valera
NeurIPS 2020, 2020
On the Fairness of Causal Algorithmic Recourse
J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf
AAAI 2022, 2022
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
JADE: Joint autoencoders for dis-entanglement
E Banijamali*, AH Karimi*, A Wong, A Ghodsi
NeurIPS 2017 (Workshop on Learning Disentangled Representations), 2017
Scaling Guarantees for Nearest Counterfactual Explanations
K Mohammadi, AH Karimi, G Barthe, I Valera
ACM-AIES 2021, 2020
On the Adversarial Robustness of Causal Algorithmic Recourse
R Dominguez-Olmedo, AH Karimi, B Schölkopf
ICML 2022, 2022
Distance correlation autoencoder
R Wang, AH Karimi, A Ghodsi
IJCNN: IEEE International Joint Conference on Neural Networks, 2018
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
Deep Variational Sufficient Dimensionality Reduction
E Banijamali, AH Karimi, A Ghodsi
NeurIPS 2019 Workshop on Bayesian Deep Learning, 2018
Key-Value Memory Networks
AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston
US Patent App. 16/002,463, 2018
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
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
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
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
A Summary Of The Kernel Matrix, And How To Learn It Effectively Using Semidefinite Programming
AH Karimi
arXiv preprint arXiv:1709.06557, 2017
Exploring new forms of random projections for prediction and dimensionality reduction in big-data regimes
AH Karimi
University of Waterloo, 2018
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