Artículos con órdenes de acceso público - Isabel ValeraMás información
No disponible en ningún lugar: 1
Infinite factorial unbounded-state hidden Markov model
I Valera, FJR Ruiz, F Perez-Cruz
IEEE transactions on pattern analysis and machine intelligence 38 (9), 1816-1828, 2015
Órdenes: Gobierno de España
Disponibles en algún lugar: 24
Handling incomplete heterogeneous data using VAEs
A Nazabal, PM Olmos, Z Ghahramani, I Valera
Pattern Recognition, 2020
Órdenes: UK Engineering and Physical Sciences Research Council, European Commission …
Algorithmic recourse: from counterfactual explanations to interventions
AH Karimi, B Schölkopf, I Valera
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021
Órdenes: Natural Sciences and Engineering Research Council of Canada
A survey of algorithmic recourse: contrastive explanations and consequential recommendations
AH Karimi, G Barthe, B Schölkopf, I Valera
ACM Computing Surveys 55 (5), 1-29, 2022
Órdenes: Natural Sciences and Engineering Research Council of Canada
From parity to preference-based notions of fairness in classification
MB Zafar, I Valera, M Rodriguez, K Gummadi, A Weller
Advances in neural information processing systems 30, 2017
Órdenes: UK Engineering and Physical Sciences Research Council
Shaping social activity by incentivizing users
M Farajtabar, N Du, M Gomez Rodriguez, I Valera, H Zha, L Song
Advances in neural information processing systems 27, 2014
Órdenes: US National Institutes of Health, Gobierno de España
Algorithmic recourse under imperfect causal knowledge: a probabilistic approach
AH Karimi, J Von Kügelgen, B Schölkopf, I Valera
Advances in neural information processing systems 33, 265-277, 2020
Órdenes: Natural Sciences and Engineering Research Council of Canada
One-network adversarial fairness
T Adel, I Valera, Z Ghahramani, A Weller
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 2412-2420, 2019
Órdenes: UK Engineering and Physical Sciences Research Council
On the fairness of causal algorithmic recourse
J Von Kügelgen, AH Karimi, U Bhatt, I Valera, A Weller, B Schölkopf
Proceedings of the AAAI conference on artificial intelligence 36 (9), 9584-9594, 2022
Órdenes: Natural Sciences and Engineering Research Council of Canada, UK Engineering …
Automatic discovery of the statistical types of variables in a dataset
I Valera, Z Ghahramani
International Conference on Machine Learning, 3521-3529, 2017
Órdenes: UK Engineering and Physical Sciences Research Council
Automatic Bayesian density analysis
A Vergari, A Molina, R Peharz, Z Ghahramani, K Kersting, I Valera
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5207-5215, 2019
Órdenes: German Research Foundation, European Commission, Federal Ministry of …
Scaling guarantees for nearest counterfactual explanations
K Mohammadi, AH Karimi, G Barthe, I Valera
Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society, 177-187, 2021
Órdenes: Natural Sciences and Engineering Research Council of Canada
General latent feature models for heterogeneous datasets
I Valera, MF Pradier, M Lomeli, Z Ghahramani
Journal of Machine Learning Research 21 (100), 1-49, 2020
Órdenes: UK Engineering and Physical Sciences Research Council, Gobierno de España
Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders
FJR Ruiz, I Valera, C Blanco, F Perez-Cruz
Journal of Machine Learning Researc 15, 1215-1247, 2014
Órdenes: US National Institutes of Health, Gobierno de España
Boosting black box variational inference
F Locatello, G Dresdner, R Khanna, I Valera, G Rätsch
Advances in Neural Information Processing Systems 31, 2018
Órdenes: US National Science Foundation
VACA: Designing variational graph autoencoders for causal queries
P Sánchez-Martin, M Rateike, I Valera
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 8159-8168, 2022
Órdenes: German Research Foundation, Federal Ministry of Education and Research, Germany
Infinite factorial dynamical model
I Valera, F Ruiz, L Svensson, F Perez-Cruz
Advances in Neural Information Processing Systems 28, 2015
Órdenes: Gobierno de España
Bayesian nonparametric modeling of suicide attempts
F Ruiz, I Valera, C Blanco, F Perez-Cruz
Advances in neural information processing systems 25, 2012
Órdenes: Gobierno de España
Don’t throw it away! the utility of unlabeled data in fair decision making
M Rateike, A Majumdar, O Mineeva, KP Gummadi, I Valera
Proceedings of the 2022 ACM Conference on Fairness, Accountability, and …, 2022
Órdenes: European Commission, Federal Ministry of Education and Research, Germany
Infinite factorial finite state machine for blind multiuser channel estimation
FJR Ruiz, I Valera, L Svensson, F Perez-Cruz
IEEE Transactions on Cognitive Communications and Networking 4 (2), 177-191, 2018
Órdenes: European Commission, Gobierno de España
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