Improving Topic Coherence with Regularized Topic Models

NIPS
2011-09
841
小木 发布于 2017/02/06 09:56:42
主题模型,LDA,正则项

Optimizing Semantic Coherence in Topic Models

EMNLP
2011-07
2400
小木 发布于 2017/02/06 09:57:05
主题模型,LDA,主题模型评价

Factorization vs. Regularization- Fusing Heterogeneous Social Relationships in Top-N Recommendation

Internet Research
2011-04
734
Vanessa He 发布于 2017/02/13 16:30:56
Social relationships,membership,friendship, factorization, regularization

Learning From Crowds

Journal of Machine Learning Research
2010-10
1412
小木 发布于 2017/05/14 23:57:48
信息融合,众包,数据标注

The Multidimensional Wisdom of Crowds

NIPS
2010-09
1150
小木 发布于 2017/05/04 17:26:50
众包,信息融合,数据标注

BPR: Bayesian Personalized Ranking from Implicit Feedback

Conference on Uncertainty in Artificial Intelligence
2009-12
2224
Vanessa He 发布于 2017/02/27 21:06:29
个性化排序,贝叶斯优化准则,LearnBPR学习算法,矩阵分解,BPRMF

Modelling Relational Data using Bayesian Clustered Tensor Factorization

NIPS
2009-09
1086
小木 发布于 2017/04/24 10:27:12
Tensor Factorization, Clustering, Bayesian

Syntactic Topic Models

NIPS
2009-09
1443
小木 发布于 2017/05/06 09:55:27
LDA,主题模型,非词袋模型,非参数模型

Incorporating Domain Knowledge into Topic Modeling via Dirichlet Forest Priors

ICML
2009-09
989
小木 发布于 2017/02/06 09:55:50
主题模型,领域知识

Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise

NIPS
2009-09
1073
小木 发布于 2017/02/09 21:29:49
信息融合,数据标注

BPR: Bayesian Personalized Ranking from Implicit Feedback

UAI
2009-09
4142
小木 发布于 2017/02/14 22:15:49
个性化推荐,贝叶斯,矩阵分解,统计

Collaborative Filtering for Implicit Feedback Datasets

协同过滤,隐式反馈,WRMF

Multilevel Bayesian Models of Categorical Data Annotation

Unpublished manuscript
2008-09
1356
小木 发布于 2017/05/14 23:58:14
数据标注,信息融合,贝叶斯,统计

Hidden Topic Markov Models

AISTATS
2007-09
953
小木 发布于 2017/05/05 20:51:33
LDA,主题模型

Topic Modeling: Beyond Bag-of-Words

ICML
2006-09
1140
小木 发布于 2017/05/05 21:24:45
LDA,主题模型