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Yin Lou
Yin Lou
Engineer, Ant Group
Adresă de e-mail confirmată pe cs.cornell.edu - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Intelligible models for healthcare: Predicting pneumonia risk and hospital 30-day readmission
R Caruana, Y Lou, J Gehrke, P Koch, M Sturm, N Elhadad
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
18712015
Map-matching for low-sampling-rate GPS trajectories
Y Lou, C Zhang, Y Zheng, X Xie, W Wang, Y Huang
Proceedings of the 17th ACM SIGSPATIAL international conference on advances …, 2009
10122009
Intelligible Models for Classification and Regression
Y Lou, R Caruana, J Gehrke
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
5892012
Accurate intelligible models with pairwise interactions
Y Lou, R Caruana, J Gehrke, G Hooker
Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013
5392013
Distill-and-compare: Auditing black-box models using transparent model distillation
S Tan, R Caruana, G Hooker, Y Lou
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 303-310, 2018
2572018
Route computation based on route-oriented vehicle trajectories
Y Zheng, Y Lou, C Zhang, X Xie
US Patent 9,261,376, 2016
1032016
Sparse partially linear additive models
Y Lou, J Bien, R Caruana, J Gehrke
Journal of Computational and Graphical Statistics 25 (4), 1126-1140, 2016
722016
Atlas: a probabilistic algorithm for high dimensional similarity search
J Zhai, Y Lou, J Gehrke
Proceedings of the 2011 international conference on Management of data, 997-1008, 2011
582011
MatchMiner: Efficient Spanning Structure Mining in Large Image Collections
Y Lou, N Snavely, J Gehrke
Proceedings of the 12th European Conference on Computer Vision, 2012
522012
Axiomatic interpretability for multiclass additive models
X Zhang, S Tan, P Koch, Y Lou, U Chajewska, R Caruana
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019
352019
Map-matching for low-sampling-rate GPS trajectories
Y Zheng, Y Lou, C Zhang, X Xie
US Patent 10,288,433, 2019
342019
Query workloads for data series indexes
K Zoumpatianos, Y Lou, T Palpanas, J Gehrke
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
342015
Bdt: Gradient boosted decision tables for high accuracy and scoring efficiency
Y Lou, M Obukhov
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
322017
Generating data series query workloads
K Zoumpatianos, Y Lou, I Ileana, T Palpanas, J Gehrke
The VLDB Journal 27, 823-846, 2018
262018
Feature Augmentation with Reinforcement Learning
J Liu, C Chai, Y Luo, Y Lou, J Feng, N Tang
2022 IEEE 38th International Conference on Data Engineering (ICDE), 3360-3372, 2022
162022
Using explainable boosting machines (ebms) to detect common flaws in data
Z Chen, S Tan, H Nori, K Inkpen, Y Lou, R Caruana
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
62021
Efficiently training intelligible models for global explanations
Y Lou, Y Wang, S Liang, Y Dong
Proceedings of the 29th ACM International Conference on Information …, 2020
52020
Interpretability is harder in the multiclass setting: axiomatic interpretability for multiclass additive models
X Zhang, S Tan, P Koch, Y Lou, U Chajewska, R Caruana
age 25 (50), 75-100, 2019
32019
Fanglue: An Interactive System for Decision Rule Crafting
C Qian, S Liang, Z Wang, Y Lou
Proceedings of the VLDB Endowment 16 (12), 4062-4065, 2023
12023
On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for Fintech Applications
C Wen, Y Lou
arXiv preprint arXiv:2311.00964, 2023
2023
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