Publications (20)
Focused Model-Learning and Planning for Non-Gaussian Continuous State-Action Systems
Zi Wang, Stefanie Jegelka, Leslie Pack Kaelbling +1
Batched Large-scale Bayesian Optimization in High-dimensional Spaces
Zi Wang, Clement Gehring, Pushmeet Kohli +1
Investigating Channel Pruning through Structural Redundancy Reduction -- A Statistical Study
Chengcheng Li, Zi Wang, Dali Wang +2
Speeding up convolutional networks pruning with coarse ranking
Zi Wang, Chengcheng Li, Dali Wang +2
Fast-converging Conditional Generative Adversarial Networks for Image Synthesis
Chengcheng Li, Zi Wang, Hairong Qi
Learning to guide task and motion planning using score-space representation
Beomjoon Kim, Zi Wang, Leslie Pack Kaelbling +1
Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis
Zi Wang, Dali Wang, Chengcheng Li +3
A Parallelizable Dual Smoothing Method for Large Scale Convex Regression Problems
Necdet Serhat Aybat, Zi Wang
Sparse multi-view matrix factorisation: a multivariate approach to multiple tissue comparisons
Zi Wang, Wei Yuan, Giovanni Montana
A Parallel Method for Large Scale Convex Regression Problems
Necdet Serhat Aybat, Zi Wang
Max-value Entropy Search for Efficient Bayesian Optimization
Zi Wang, Stefanie Jegelka
Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers
Chengcheng Li, Zi Wang, Xiangyang Wang +1
Optimization as Estimation with Gaussian Processes in Bandit Settings
Zi Wang, Bolei Zhou, Stefanie Jegelka
Regret bounds for meta Bayesian optimization with an unknown Gaussian process prior
Zi Wang, Beomjoon Kim, Leslie Pack Kaelbling
Active model learning and diverse action sampling for task and motion planning
Zi Wang, Caelan Reed Garrett, Leslie Pack Kaelbling +1
Distributed Linearized Alternating Direction Method of Multipliers for Composite Convex Consensus Optimization
Necdet Serhat Aybat, Zi Wang, Tianyi Lin +1
An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization
Necdet Serhat Aybat, Garud Iyengar, Zi Wang
Learning sparse relational transition models
Victoria Xia, Zi Wang, Leslie Pack Kaelbling
Studying the brain from adolescence to adulthood through sparse multi-view matrix factorisations
Zi Wang, Vyacheslav Karolis, Chiara Nosarti +1
Batched High-dimensional Bayesian Optimization via Structural Kernel Learning
Zi Wang, Chengtao Li, Stefanie Jegelka +1