Wenlin Chen

Samuel Horváth

Peter Richtárik

Trans. Mach. Learn. Res., 2022

A Homomorphism Transform Based Analysis of Sparse Random Linear Network Coding Over Erasure Channels.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2022

2021

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

[BibT_eX]

[DOI]

IEEE Syst. J., 2021

Improved Expression for Rank Distribution of Sparse Random Linear Network Coding.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2021

Exact Decoding Probability of Sparse Random Linear Network Coding for Reliable Multicast.

[BibT_eX]

[DOI]

CoRR, 2021

Experimental Study on Dynamic Characteristics and Fatigue of McKibben Pneumatic Artificial Muscles.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2021

Information Design to Motivate Users to Comply With Barrage Etiquette on Video Website: Evidence from a Discrete Choice Experiment.

[BibT_eX]

[DOI]

Yuan Yuan

Lin Chen

Proceedings of the IMMS 2021: 4th International Conference on Information Management and Management Science, Chengdu, China, August 27, 2021

2020

Improving Hand Hygiene Process Compliance Through Process Monitoring in Healthcare.

[BibT_eX]

[DOI]

Chung-Li Tseng

Shu-Jung Sunny Yang

Manuf. Serv. Oper. Manag., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Stiffness Analysis of a Pneumatic Soft Manipulator Based on Bending Shape Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2020

To Ensemble or Not Ensemble: When Does End-to-End Training Fail?

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

Deep Learning Recommendation Model for Personalization and Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2019

The Rank Distribution of Sparse Random Linear Network Coding.

[BibT_eX]

[DOI]

IEEE Access, 2019

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

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Robotics and Biomimetics, 2019

2016

Multi-Scale Convolutional Neural Networks for Time Series Classification.

[BibT_eX]

[DOI]

Zhicheng Cui

CoRR, 2016

Deep Metric Learning with Data Summarization.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

Compressing Convolutional Neural Networks in the Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Strategies for Training Large Vocabulary Neural Language Models.

[BibT_eX]

[DOI]

David Grangier

Michael Auli

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015

Nonlinear Metric Learning with Kernel Density Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Compressing Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

A unifying learning framework for building artificial game-playing agents.

[BibT_eX]

[DOI]

David K. Levine

Ann. Math. Artif. Intell., 2015

Fast Distributed k-Center Clustering with Outliers on Massive Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Optimal Action Extraction for Random Forests and Boosted Trees.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Compressing Neural Networks with the Hashing Trick.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

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

[BibT_eX]

[DOI]

Proceedings of the AMIA 2015, 2015

Filtered Search for Submodular Maximization with Controllable Approximation Bounds.

[BibT_eX]

[DOI]

Kilian Q. Weinberger

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Fast flux discriminant for large-scale sparse nonlinear classification.

[BibT_eX]

[DOI]

Kilian Q. Weinberger

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Feature-Cost Sensitive Learning with Submodular Trees of Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Density-based logistic regression.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Maximum Variance Correction with Application to A* Search.

[BibT_eX]

[DOI]

Kilian Q. Weinberger