Seuraa
Alex Beutel
Alex Beutel
Research Scientist, Google
Vahvistettu sähköpostiosoite verkkotunnuksessa google.com - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
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
6972018
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
5862017
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
3672013
Data decisions and theoretical implications when adversarially learning fair representations
A Beutel, J Chen, Z Zhao, EH Chi
arXiv preprint arXiv:1707.00075, 2017
3102017
Underspecification presents challenges for credibility in modern machine learning
A D'Amour, K Heller, D Moldovan, B Adlam, B Alipanahi, A Beutel, ...
arXiv preprint arXiv:2011.03395, 2020
3002020
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
2662019
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
2592018
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
2532016
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
2192019
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
1962014
Sagedb: A learned database system
T Kraska, M Alizadeh, A Beutel, EH Chi, J Ding, A Kristo, G Leclerc, ...
CIDR, 2019
163*2019
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
1572012
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
1492012
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
1342014
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
1332019
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
1212016
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
1192020
Spotting suspicious link behavior with fbox: An adversarial perspective
N Shah, A Beutel, B Gallagher, C Faloutsos
2014 IEEE International conference on data mining, 959-964, 2014
1122014
Inferring strange behavior from connectivity pattern in social networks
M Jiang, P Cui, A Beutel, C Faloutsos, S Yang
Pacific-Asia conference on knowledge discovery and data mining, 126-138, 2014
1042014
A General Suspiciousness Metric for Dense Blocks in Multimodal Data
M Jiang, A Beutel, P Cui, B Hooi, S Yang, C Faloutsos
Proceedings of IEEE International Conference on Data Mining (ICDM), 2015
942015
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Artikkelit 1–20