Segui
Amir-Hossein Karimi
Titolo
Citata da
Citata da
Anno
Key-value memory networks for directly reading documents
A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston
EMNLP, 2016
12112016
MACE: Model-Agnostic Counterfactual Explanations for Consequential Decisions
AH Karimi, G Barthe, B Belle, I Valera
AISTATS, 2019
384*2019
Algorithmic Recourse: from Counterfactual Explanations to Interventions
AH Karimi, B Schölkopf, I Valera
ACM-FAccT, 2020
3792020
A survey of algorithmic recourse: contrastive explanations and consequential recommendations
AH Karimi, G Barthe, B Schölkopf, I Valera
ACM-CSUR (Computing Surveys), 2022
353*2022
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
AH Karimi*, J von Kügelgen*, B Schölkopf, I Valera
NeurIPS, 2020
1902020
On the Fairness of Causal Algorithmic Recourse
J von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf
AAAI, 2022
962022
On the Adversarial Robustness of Causal Algorithmic Recourse
R Dominguez-Olmedo, AH Karimi, B Schölkopf
ICML, 2022
732022
Scaling Guarantees for Nearest Counterfactual Explanations
K Mohammadi, AH Karimi, G Barthe, I Valera
ACM-AIES, 2021
432021
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
302011
On the Relationship Between Explanation and Prediction: A Causal View
AH Karimi, K Muandet, S Kornblith, B Schölkopf, B Kim
ICML, 2023
182023
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
182020
Towards causal algorithmic recourse
AH Karimi, J von Kügelgen, B Schölkopf, I Valera
International workshop on extending explainable AI beyond deep models and …, 2020
162020
Key-Value Memory Networks
AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston
US Patent App. 16/002,463, 2018
162018
JADE: Joint autoencoders for dis-entanglement
E Banijamali*, AH Karimi*, A Wong, A Ghodsi
NeurIPS Workshops (Learning Disentangled Representations), 2017
162017
Distance correlation autoencoder
R Wang, AH Karimi, A Ghodsi
IJCNN: IEEE International Joint Conference on Neural Networks, 2018
15*2018
Robustness Implies Fairness in Causal Algorithmic Recourse
AR Ehyaei, AH Karimi, B Schölkopf, S Maghsudi
ACM-FAccT, 2023
142023
Deep Variational Sufficient Dimensionality Reduction
E Banijamali, AH Karimi, A Ghodsi
NeurIPS Workshops (Bayesian Deep Learning), 2018
122018
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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