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CAB: Continuous Adaptive Blending Estimator for Policy Evaluation and Learning.
2018
NeurIPS
Neural Information Processing Systems
OPE
Off-Policy Evaluation
#10
opened Feb 2, 2019 by
usaito
Policy Evaluation and Optimization with Continuous Treatments
2018
AISTATS
International Conference on Artifi- cial Intelligence and Statistics
Treatment Policy Optimization
#9
opened Jan 30, 2019 by
usaito
Offline Evaluation of Ranking Policies with Click Models
2018
KDD
International Conference on Knowledge Discovery and Data Mining
Unbiased LTR
Unbiased Learning-to-Rank
#8
opened Jan 27, 2019 by
usaito
Uplift Modeling with Multiple Treatments and General Response Types
2017
SDM
SIAM International Conference on Data Mining
UM
Uplift Modeling
#7
opened Jan 24, 2019 by
usaito
Top-K Off-Policy Correction for a REINFORCE Recommender System.
2019
WSDM
International Conference on Web Search and Data Mining
#6
opened Jan 23, 2019 by
usaito
Unbiased Offline Recommender Evaluation for Missing-Not-At-Random Implicit Feedback
2018
Recsys for MNAR
Recommender System for Missing-Not-At-Random Data
Recsys
ACM Recommender Systems Conference
#5
opened Dec 17, 2018 by
usaito
Causal Embeddings for Recommendation
2017
Recsys for MNAR
Recommender System for Missing-Not-At-Random Data
Recsys
ACM Recommender Systems Conference
#4
opened Dec 17, 2018 by
usaito
Unbiased Learning-to-Rank with Biased Feedback
2017
Unbiased LTR
Unbiased Learning-to-Rank
WSDM
International Conference on Web Search and Data Mining
#3
opened Dec 15, 2018 by
usaito
Position Bias Estimation for Unbiased Learning to Rank in Personal Search
2018
Unbiased LTR
Unbiased Learning-to-Rank
WSDM
International Conference on Web Search and Data Mining
#2
opened Dec 15, 2018 by
usaito
When People Change their Mind: Off-Policy Evaluation in Non-stationary Recommendation Environments
2019
OPE
Off-Policy Evaluation
WSDM
International Conference on Web Search and Data Mining
#1
opened Dec 13, 2018 by
usaito
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