Shali Jiang

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 13

Top Topics

Directed Acyclic Graph

Hyperparameters

Experimental Design

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Yong Liu, Shizhong Liao, Shali Jiang, Lizhong Ding, Hailun Lin, Weiping Wang
Fast Cross-Validation for Kernel-Based Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 42 (5) (2020)
Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett
BINOCULARS for efficient, nonmyopic sequential experimental design. ICML (2020)
Shali Jiang, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees. CoRR (2020)
Yong Liu, Lizhong Ding, Hua Zhang, Wenqi Ren, Xiao Zhang, Shali Jiang, Xinwang Liu, Weiping Wang
Nearly Optimal Risk Bounds for Kernel K-Means. CoRR (2020)
Shali Jiang, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett
Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees. NeurIPS (2020)
Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. NeurIPS (2019)
Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs. CoRR (2019)
Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett
Efficient nonmyopic Bayesian optimization and quadrature. CoRR (2019)
Shali Jiang, Roman Garnett, Benjamin Moseley
Cost Effective Active Search. NeurIPS (2019)
Shali Jiang, Gustavo Malkomes, Matthew Abbott, Benjamin Moseley, Roman Garnett
Efficient nonmyopic batch active search. NeurIPS (2018)
Shali Jiang, Gustavo Malkomes, Benjamin Moseley, Roman Garnett
Efficient nonmyopic active search with applications in drug and materials discovery. CoRR (2018)
Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen
Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space. AAAI (2018)
Shali Jiang, Gustavo Malkomes, Geoff Converse, Alyssa Shofner, Benjamin Moseley, Roman Garnett
Efficient Nonmyopic Active Search. ICML (2017)
Yong Liu, Shali Jiang, Shizhong Liao
Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function. ICML (2014)
Chang Feng, Shali Jiang, Hongwu Wang, Shizhong Liao
Health identification of traditional Chinese medicine with tongue images. ICMLC (2013)
Yong Liu, Shali Jiang, Shizhong Liao
Eigenvalues perturbation of integral operator for kernel selection. CIKM (2013)