Wenlin Chen

发表

Fast Distributed k-Center Clustering with Outliers on Massive Data

Gustavo Malkomes, Matt J. Kusner, Wenlin Chen, 2015, NIPS.

Strategies for Training Large Vocabulary Neural Language Models pdf

Wenlin Chen, David Grangier, Michael Auli, 2015, ACL.

Learning with Scalability and Compactness

Wenlin Chen, Wenlin Chen, 2016 .

A Decision-Making Framework of Hybrid System Based on Modified Hybrid Stochastic Timed Petri Net and Deep Learning

Wenlin Chen, Lihui Wang, Lina Hao, 2021, IEEE Systems Journal.

Robotic cell injection force control based on static PVDF sensor and Fuzzy-PID control method

Wenlin Chen, Zhi Li, Lina Hao, 2013 .

Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method

Yixin Chen, Chenyang Lu, Wenlin Chen, 2015, AMIA.

Feature-Cost Sensitive Learning with Submodular Trees of Classifiers

Yixin Chen, Matt J. Kusner, Wenlin Chen, 2014, AAAI.

Nonlinear Metric Learning with Kernel Density Estimation

Yixin Chen, Wenlin Chen, Yi Mao, 2015, IEEE Transactions on Knowledge and Data Engineering.

A novel discrete adaptive sliding-mode-like control method for ionic polymer–metal composite manipulators

Wenlin Chen, Zhiyong Sun, Zhi Li, 2013 .

Utilizing Landmarks in Euclidean Heuristics for Optimal Planning

Yixin Chen, Xiaoping Chen, Wenlin Chen, 2013, AAAI.

Multi-Scale Convolutional Neural Networks for Time Series Classification pdf

Yixin Chen, Wenlin Chen, Zhicheng Cui, 2016, ArXiv.

Maximum Variance Correction with Application to A* Search

Yixin Chen, Wenlin Chen, Kilian Q. Weinberger, 2013, ICML.

Optimal Client Sampling for Federated Learning pdf

Wenlin Chen, Peter Richtarik, Samuel Horvath, 2020, ArXiv.

An integrated data mining approach to real-time clinical monitoring and deterioration warning

Yixin Chen, Chenyang Lu, Wenlin Chen, 2012, KDD.

Compressing Convolutional Neural Networks pdf

Yixin Chen, Stephen Tyree, Wenlin Chen, 2015, ArXiv.

Fast flux discriminant for large-scale sparse nonlinear classification

Yixin Chen, Wenlin Chen, Kilian Q. Weinberger, 2014, KDD.

Compressing Convolutional Neural Networks in the Frequency Domain

Yixin Chen, Stephen Tyree, Wenlin Chen, 2015, KDD.

The Decoding Success Probability of Sparse Random Linear Network Coding for Multicast pdf

Wenlin Chen, Fang Lu, Yan Dong, 2020, ArXiv.

A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing

Yixin Chen, Wenlin Chen, Kilian Q. Weinberger, 2014, AAAI.

Nonlinear identification of IPMC actuators employing RFNN-NARX model and Particle Swarm Optimization

Wenlin Chen, Lina Hao, Jiaming Chen, 2019, 2019 IEEE International Conference on Robotics and Biomimetics (ROBIO).

A unifying learning framework for building artificial game-playing agents

Yixin Chen, David K. Levine, Wenlin Chen, 2015, Annals of Mathematics and Artificial Intelligence.

Kernel Density Metric Learning

Yixin Chen, Wenlin Chen, Yi Mao, 2013, 2013 IEEE 13th International Conference on Data Mining.

Deep Metric Learning with Data Summarization

Wenlin Chen, Lawrence Carin, Piyush Rai, 2016, ECML/PKDD.

Density-based logistic regression

Yixin Chen, Wenlin Chen, Yi Mao, 2013, KDD.

Goal-Oriented Euclidean Heuristics with Manifold Learning

Yixin Chen, Xiaoping Chen, Wenlin Chen, 2013, AAAI.

Acceleration of the Development for Motion Planning Algorithms Using V-REP

Wenlin Chen, Xifeng Gao, Wei Zhang, 2019, 2019 WRC Symposium on Advanced Robotics and Automation (WRC SARA).

Optimal Action Extraction for Random Forests and Boosted Trees

Yixin Chen, Wenlin Chen, Yujie He, 2015, KDD.

Compressing Neural Networks with the Hashing Trick

Yixin Chen, Stephen Tyree, Wenlin Chen, 2015, ICML.

The Rank Distribution of Sparse Random Linear Network Coding

Yan Dong, Wenlin Chen, Fang Lu, 2019, IEEE Access.

Filtered Search for Submodular Maximization with Controllable Approximation Bounds

Yixin Chen, Wenlin Chen, Kilian Q. Weinberger, 2015, AISTATS.

Deep Learning Recommendation Model for Personalization and Recommendation Systems pdf

Yinghai Lu, Carole-Jean Wu, Xiaodong Wang, 2019, ArXiv.