Yin Lou
Yin Lou
Engineer, Ant Financial
在 cs.cornell.edu 的電子郵件地址已通過驗證 - 首頁
標題引用次數年份
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
6502009
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
4032015
Intelligible Models for Classification and Regression
Y Lou, R Caruana, J Gehrke
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
1382012
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
862013
Route computation based on route-oriented vehicle trajectories
Y Zheng, Y Lou, C Zhang, X Xie
US Patent 9,261,376, 2016
462016
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
422011
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
412012
Sparse partially linear additive models
Y Lou, J Bien, R Caruana, J Gehrke
Journal of Computational and Graphical Statistics 25 (4), 1126-1140, 2016
242016
Detecting bias in black-box models using transparent model distillation
S Tan, R Caruana, G Hooker, Y Lou
arXiv preprint arXiv:1710.06169, 2017
232017
Map-matching for low-sampling-rate gps trajectories
Y Zheng, Y Lou, C Zhang, X Xie
US Patent App. 12/712,857, 2011
212011
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
172015
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
72018
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
32017
Generating data series query workloads
K Zoumpatianos, Y Lou, I Ileana, T Palpanas, J Gehrke
The VLDB Journal—The International Journal on Very Large Data Bases 27 (6 …, 2018
22018
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
2019
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
arXiv preprint arXiv:1810.09092, 2018
2018
Friends Don’t Let Friends Deploy Black-Box Models: Detecting and Preventing Bias via Transparent Modeling
R Caruana, Y Lou, S Tan, J Gehrke, P Koch, M Sturm, N Elhadad, ...
Interactive Machine Learning via Transparent Modeling: Putting Human Experts in the Driver’s Seat
R Caruana, S Tan, Y Lou, J Gehrke, P Koch, M Sturm, N Elhadad, ...
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