Shengbo Guo

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 2

Top Topics

Matrix Factorization

Low Rank Matrix

Semisupervised Learning

Top Venues

Publications

Cheng Ju, James Li, Bram Wasti, Shengbo Guo
Semisupervised Learning on Heterogeneous Graphs and its Applications to Facebook News Feed. CoRR (2018)
Kar Wai Lim, Scott Sanner, Shengbo Guo
On the Mathematical Relationship between Expected n-call@k and the Relevance vs. Diversity Trade-off. CoRR (2016)
Piyush Rai, Yingjian Wang, Shengbo Guo, Gary Chen, David B. Dunson, Lawrence Carin
Scalable Bayesian Low-Rank Decomposition of Incomplete Multiway Tensors. ICML (2014)
Dawei Yin, Shengbo Guo, Boris Chidlovskii, Brian D. Davison, Cédric Archambeau, Guillaume Bouchard
Connecting comments and tags: improved modeling of social tagging systems. WSDM (2013)
Francesco Bonchi, Wray L. Buntine, Ricard Gavaldà, Shengbo Guo
Introduction to the special issue on social web mining. ACM Trans. Intell. Syst. Technol. 5 (1) (2013)
Mihajlo Grbovic, Nemanja Djuric, Shengbo Guo, Slobodan Vucetic
Supervised clustering of label ranking data using label preference information. Mach. Learn. 93 (2-3) (2013)
Guillaume Bouchard, Dawei Yin, Shengbo Guo
Convex Collective Matrix Factorization. AISTATS (2013)
Shengbo Guo, Scott Sanner, Thore Graepel, Wray L. Buntine
Score-Based Bayesian Skill Learning. ECML/PKDD (1) (2012)
Kar Wai Lim, Scott Sanner, Shengbo Guo
On the mathematical relationship between expected n-call@k and the relevance vs. diversity trade-off. SIGIR (2012)
Scott Sanner, Shengbo Guo, Thore Graepel, Sadegh Kharazmi, Sarvnaz Karimi
Diverse retrieval via greedy optimization of expected 1-call@k in a latent subtopic relevance model. CIKM (2011)
Cédric Archambeau, Shengbo Guo, Onno Zoeter
Sparse Bayesian Multi-Task Learning. NIPS (2011)
Shengbo Guo, Scott Sanner
Real-time Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries. AISTATS (2010)
Shengbo Guo, Scott Sanner
Multiattribute Bayesian Preference Elicitation with Pairwise Comparison Queries. ISNN (1) (2010)
Shengbo Guo, Scott Sanner
Probabilistic latent maximal marginal relevance. SIGIR (2010)
Edwin V. Bonilla, Shengbo Guo, Scott Sanner
Gaussian Process Preference Elicitation. NIPS (2010)