Shali Jiang

According to our database, Shali Jiang authored at least 13 papers between 2013 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Fast Cross-Validation for Kernel-Based Algorithms.

Yong Liu, Shizhong Liao, Shali Jiang, Lizhong Ding, Hailun Lin, Weiping Wang

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees.

Shali Jiang, Daniel R. Jiang, Maximilian Balandat, Brian Karrer, Jacob R. Gardner, Roman Garnett

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

BINOCULARS for efficient, nonmyopic sequential experimental design.

Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Efficient nonmyopic Bayesian optimization and quadrature.

Shali Jiang, Henry Chai, Javier Gonzalez, Roman Garnett

CoRR, 2019

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs.

Muhan Zhang, Shali Jiang, Zhicheng Cui, Roman Garnett, Yixin Chen

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Cost Effective Active Search.

Shali Jiang, Roman Garnett, Benjamin Moseley

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

Efficient nonmyopic active search with applications in drug and materials discovery.

Shali Jiang, Gustavo Malkomes, Benjamin Moseley, Roman Garnett

CoRR, 2018

Efficient nonmyopic batch active search.

Shali Jiang, Gustavo Malkomes, Matthew Abbott, Benjamin Moseley, Roman Garnett

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space.

Muhan Zhang, Zhicheng Cui, Shali Jiang, Yixin Chen

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Efficient Nonmyopic Active Search.

Shali Jiang, Gustavo Malkomes, Geoff Converse, Alyssa Shofner, Benjamin Moseley, Roman Garnett

Proceedings of the 34th International Conference on Machine Learning, 2017

2014

Efficient Approximation of Cross-Validation for Kernel Methods using Bouligand Influence Function.

Yong Liu, Shali Jiang, Shizhong Liao

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Health identification of traditional Chinese medicine with tongue images.

Chang Feng, Shali Jiang, Hongwu Wang, Shizhong Liao

Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Eigenvalues perturbation of integral operator for kernel selection.

Yong Liu, Shali Jiang, Shizhong Liao

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013