Yin Lou

According to our database, Yin Lou authored at least 21 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

FeatureLTE: Learning to Estimate Feature Importance.

Tianping Zhang, Zhaoyang Wang, Chen Qian, Jian Li, Yin Lou

Proc. ACM Manag. Data, 2024

On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for Fintech Applications.

Chengyao Wen, Yin Lou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Fanglue: An Interactive System for Decision Rule Crafting.

Chen Qian, Shiwei Liang, Zhaoyang Wang, Yin Lou

Proc. VLDB Endow., 2023

2022

Feature Augmentation with Reinforcement Learning.

Jiabin Liu, Chengliang Chai, Yuyu Luo, Yin Lou, Jianhua Feng, Nan Tang

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

2021

Screening and Identification of Key Biomarkers in Melanoma: Evidence from Bioinformatic Analyses.

Yijun Xia, Juan Xie, Jun Zhao, Yin Lou, Dongsheng Cao

J. Comput. Biol., 2021

Using Explainable Boosting Machines (EBMs) to Detect Common Flaws in Data.

Zhi Chen, Sarah Tan, Harsha Nori, Kori Inkpen, Yin Lou, Rich Caruana

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2020

Efficiently Training Intelligible Models for Global Explanations.

Yin Lou, Yongliang Wang, Shiwei Liang, Yang Dong

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Axiomatic Interpretability for Multiclass Additive Models.

Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Generating data series query workloads.

Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke

VLDB J., 2018

Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models.

Xuezhou Zhang, Sarah Tan, Paul Koch, Yin Lou, Urszula Chajewska, Rich Caruana

CoRR, 2018

Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation.

Sarah Tan, Rich Caruana, Giles Hooker, Yin Lou

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

2017

Detecting Bias in Black-Box Models Using Transparent Model Distillation.

Sarah Tan, Rich Caruana, Giles Hooker, Yin Lou

CoRR, 2017

BDT: Gradient Boosted Decision Tables for High Accuracy and Scoring Efficiency.

Yin Lou, Mikhail Obukhov

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2015

Query Workloads for Data Series Indexes.

Kostas Zoumpatianos, Yin Lou, Themis Palpanas, Johannes Gehrke

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission.

Rich Caruana, Yin Lou, Johannes Gehrke, Paul Koch, Marc Sturm, Noemie Elhadad

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Sparse Partially Linear Additive Models.

Yin Lou, Jacob Bien, Rich Caruana, Johannes Gehrke

CoRR, 2014

2013

Accurate intelligible models with pairwise interactions.

Yin Lou, Rich Caruana, Johannes Gehrke, Giles Hooker

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

2012

Intelligible models for classification and regression.

Yin Lou, Rich Caruana, Johannes Gehrke

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

MatchMiner: Efficient Spanning Structure Mining in Large Image Collections.

Yin Lou, Noah Snavely, Johannes Gehrke

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

ATLAS: a probabilistic algorithm for high dimensional similarity search.

Jiaqi Zhai, Yin Lou, Johannes Gehrke

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2009

Map-matching for low-sampling-rate GPS trajectories.

Yin Lou, Chengyang Zhang, Yu Zheng, Xing Xie, Wei Wang, Yan Huang

Proceedings of the 17th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2009