دنبال کردن
Isabel Valera
Isabel Valera
Saarland University and Max Planck Institute for Software Systems
ایمیل تأیید شده در cs.uni-saarland.de - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Fairness constraints: A mechanism for fair classification.‏
MB Zafar, I Valera, MG Rodriguez, KP Gummadi‏
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2017‏
15812017
Fairness beyond disparate treatment & disparate impact: Learning classification without disparate mistreatment‏
MB Zafar, I Valera, M Gomez Rodriguez, KP Gummadi‏
Proceedings of the 26th international conference on world wide web, 1171-1180, 2017‏
14852017
Fairness Constraints: A Flexible Approach for Fair Classification.‏
MB Zafar, I Valera, M Gomez-Rodriguez, KP Gummadi‏
J. Mach. Learn. Res. 20 (75), 1-42, 2019‏
4522019
Handling incomplete heterogeneous data using VAEs‏
A Nazabal, PM Olmos, Z Ghahramani, I Valera‏
Pattern Recognition, 2020‏
4152020
Model-Agnostic Counterfactual Explanations for Consequential Decisions‏
AH Karimi, G Barthe, B Balle, I Valera‏
Proceedings of the Twenty Third International Conference on Artificial …, 2020‏
3892020
Algorithmic recourse: from counterfactual explanations to interventions‏
AH Karimi, B Schölkopf, I Valera‏
Proceedings of the 2021 ACM conference on fairness, accountability, and …, 2021‏
3802021
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
352*2022
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
2842017
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
1902020
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
1812014
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
1532019
Learning and forecasting opinion dynamics in social networks‏
A De, I Valera, N Ganguly, S Bhattacharya, MG Rodriguez‏
Advances in Neural Information Processing Systems, 2016, 2016‏
141*2016
Rotograd: Dynamic gradient homogenization for multitask learning‏
A Javaloy, I Valera‏
The International Conference on Learning Representations (ICLR), 2022‏
106*2022
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
942022
Modeling adoption and usage of competing products‏
I Valera, M Gomez-Rodriguez‏
2015 IEEE International Conference on Data Mining, 409-418, 2015‏
86*2015
Fair Decisions Despite Imperfect Predictions‏
N Kilbertus, M Gomez-Rodriguez, B Schölkopf, K Muandet, I Valera‏
arXiv preprint arXiv:1902.02979, 2019‏
78*2019
Modeling the dynamics of learning activity on the web‏
C Mavroforakis, I Valera, M Gomez-Rodriguez‏
Proceedings of the 26th International Conference on World Wide Web, 1421-1430, 2017‏
59*2017
Enhancing the accuracy and fairness of human decision making‏
I Valera, A Singla, M Gomez Rodriguez‏
Advances in Neural Information Processing Systems 31, 2018‏
502018
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
472021
Automatic discovery of the statistical types of variables in a dataset‏
I Valera, Z Ghahramani‏
International Conference on Machine Learning, 3521-3529, 2017‏
462017
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20