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Alex Beutel
Alex Beutel
OpenAI
Подтвержден адрес электронной почты в домене openai.com - Главная страница
Название
Процитировано
Процитировано
Год
The case for learned index structures
T Kraska, A Beutel, EH Chi, J Dean, N Polyzotis
Proceedings of the 2018 international conference on management of data, 489-504, 2018
11752018
Recurrent recommender networks
CY Wu, A Ahmed, A Beutel, AJ Smola, H Jing
Proceedings of the tenth ACM international conference on web search and data …, 2017
8302017
Underspecification presents challenges for credibility in modern machine learning
A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ...
Journal of Machine Learning Research 23 (226), 1-61, 2022
7582022
Data decisions and theoretical implications when adversarially learning fair representations
A Beutel, J Chen, Z Zhao, EH Chi
arXiv preprint arXiv:1707.00075, 2017
5112017
Top-k off-policy correction for a REINFORCE recommender system
M Chen, A Beutel, P Covington, S Jain, F Belletti, EH Chi
Proceedings of the Twelfth ACM International Conference on Web Search and …, 2019
5082019
Copycatch: stopping group attacks by spotting lockstep behavior in social networks
A Beutel, W Xu, V Guruswami, C Palow, C Faloutsos
Proceedings of the 22nd international conference on World Wide Web, 119-130, 2013
4512013
Fairness in Recommendation Ranking through Pairwise Comparisons
A Beutel, J Chen, T Doshi, H Qian, L Wei, Y Wu, L Heldt, Z Zhao, L Hong, ...
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
4352019
Latent Cross: Making Use of Context in Recurrent Recommender Systems
A Beutel, P Covington, S Jain, C Xu, J Li, V Gatto, EH Chi
Proceedings of the Eleventh ACM International Conference on Web Search and …, 2018
4062018
Fraudar: Bounding graph fraud in the face of camouflage
B Hooi, HA Song, A Beutel, N Shah, K Shin, C Faloutsos
Proceedings of the 22nd ACM SIGKDD international conference on knowledge …, 2016
3932016
Fairness without demographics through adversarially reweighted learning
P Lahoti, A Beutel, J Chen, K Lee, F Prost, N Thain, X Wang, E Chi
Advances in neural information processing systems 33, 728-740, 2020
3422020
Counterfactual fairness in text classification through robustness
S Garg, V Perot, N Limtiaco, A Taly, EH Chi, A Beutel
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 219-226, 2019
2742019
Sagedb: A learned database system
T Kraska, M Alizadeh, A Beutel, EH Chi, J Ding, A Kristo, G Leclerc, ...
CIDR, 2019
238*2019
Catchsync: catching synchronized behavior in large directed graphs
M Jiang, P Cui, A Beutel, C Faloutsos, S Yang
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
2222014
Measuring and reducing gendered correlations in pre-trained models
K Webster, X Wang, I Tenney, A Beutel, E Pitler, E Pavlick, J Chen, E Chi, ...
arXiv preprint arXiv:2010.06032, 2020
2132020
Winner takes all: competing viruses or ideas on fair-play networks
BA Prakash, A Beutel, R Rosenfeld, C Faloutsos
Proceedings of the 21st international conference on World Wide Web, 1037-1046, 2012
1822012
Putting fairness principles into practice: Challenges, metrics, and improvements
A Beutel, J Chen, T Doshi, H Qian, A Woodruff, C Luu, P Kreitmann, ...
Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society, 453-459, 2019
1602019
Interacting viruses in networks: can both survive?
A Beutel, BA Prakash, R Rosenfeld, C Faloutsos
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1592012
Birdnest: Bayesian inference for ratings-fraud detection
B Hooi, N Shah, A Beutel, S Günnemann, L Akoglu, M Kumar, D Makhija, ...
Proceedings of the 2016 SIAM International Conference on Data Mining, 495-503, 2016
1582016
Q&R: A two-stage approach toward interactive recommendation
K Christakopoulou, A Beutel, R Li, S Jain, EH Chi
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1462018
FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop
A Beutel, A Kumar, EE Papalexakis, PP Talukdar, C Faloutsos, EP Xing
SDM 2, 521-536, 2014
1392014
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