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Yin Lou
Publication Activity (10 Years)
Years Active: 2009-2023
Publications (10 Years): 14
Top Topics
Additive Models
Linear Classifiers
Pairwise Interactions
Decision Table
Top Venues
KDD
CoRR
Proc. VLDB Endow.
J. Comput. Biol.
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Publications
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Chengyao Wen
,
Yin Lou
On Finding Bi-objective Pareto-optimal Fraud Prevention Rule Sets for Fintech Applications.
CoRR
(2023)
Chen Qian
,
Shiwei Liang
,
Zhaoyang Wang
,
Yin Lou
Fanglue: An Interactive System for Decision Rule Crafting.
Proc. VLDB Endow.
16 (12) (2023)
Jiabin Liu
,
Chengliang Chai
,
Yuyu Luo
,
Yin Lou
,
Jianhua Feng
,
Nan Tang
Feature Augmentation with Reinforcement Learning.
ICDE
(2022)
Yijun Xia
,
Juan Xie
,
Jun Zhao
,
Yin Lou
,
Dongsheng Cao
Screening and Identification of Key Biomarkers in Melanoma: Evidence from Bioinformatic Analyses.
J. Comput. Biol.
28 (3) (2021)
Zhi Chen
,
Sarah Tan
,
Harsha Nori
,
Kori Inkpen
,
Yin Lou
,
Rich Caruana
Using Explainable Boosting Machines (EBMs) to Detect Common Flaws in Data.
PKDD/ECML Workshops (1)
(2021)
Yin Lou
,
Yongliang Wang
,
Shiwei Liang
,
Yang Dong
Efficiently Training Intelligible Models for Global Explanations.
CIKM
(2020)
Xuezhou Zhang
,
Sarah Tan
,
Paul Koch
,
Yin Lou
,
Urszula Chajewska
,
Rich Caruana
Axiomatic Interpretability for Multiclass Additive Models.
KDD
(2019)
Kostas Zoumpatianos
,
Yin Lou
,
Ioana Ileana
,
Themis Palpanas
,
Johannes Gehrke
Generating data series query workloads.
VLDB J.
27 (6) (2018)
Xuezhou Zhang
,
Sarah Tan
,
Paul Koch
,
Yin Lou
,
Urszula Chajewska
,
Rich Caruana
Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models.
CoRR
(2018)
Sarah Tan
,
Rich Caruana
,
Giles Hooker
,
Yin Lou
Distill-and-Compare: Auditing Black-Box Models Using Transparent Model Distillation.
AIES
(2018)
Sarah Tan
,
Rich Caruana
,
Giles Hooker
,
Yin Lou
Detecting Bias in Black-Box Models Using Transparent Model Distillation.
CoRR
(2017)
Yin Lou
,
Mikhail Obukhov
BDT: Gradient Boosted Decision Tables for High Accuracy and Scoring Efficiency.
KDD
(2017)
Rich Caruana
,
Yin Lou
,
Johannes Gehrke
,
Paul Koch
,
Marc Sturm
,
Noemie Elhadad
Intelligible Models for HealthCare: Predicting Pneumonia Risk and Hospital 30-day Readmission.
KDD
(2015)
Kostas Zoumpatianos
,
Yin Lou
,
Themis Palpanas
,
Johannes Gehrke
Query Workloads for Data Series Indexes.
KDD
(2015)
Yin Lou
,
Jacob Bien
,
Rich Caruana
,
Johannes Gehrke
Sparse Partially Linear Additive Models.
CoRR
(2014)
Yin Lou
,
Rich Caruana
,
Johannes Gehrke
,
Giles Hooker
Accurate intelligible models with pairwise interactions.
KDD
(2013)
Yin Lou
,
Rich Caruana
,
Johannes Gehrke
Intelligible models for classification and regression.
KDD
(2012)
Yin Lou
,
Noah Snavely
,
Johannes Gehrke
MatchMiner: Efficient Spanning Structure Mining in Large Image Collections.
ECCV (2)
(2012)
Jiaqi Zhai
,
Yin Lou
,
Johannes Gehrke
ATLAS: a probabilistic algorithm for high dimensional similarity search.
SIGMOD Conference
(2011)
Yin Lou
,
Chengyang Zhang
,
Yu Zheng
,
Xing Xie
,
Wei Wang
,
Yan Huang
Map-matching for low-sampling-rate GPS trajectories.
GIS
(2009)