Dawen Liang

According to our database1, Dawen Liang authored at least 22 papers between 2011 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
Other 

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Bibliography

2020
Causal Inference for Recommender Systems.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

2019
Learning Correlated Latent Representations with Adaptive Priors.
CoRR, 2019

Correlated Variational Auto-Encoders.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019

2018
The Deconfounded Recommender: A Causal Inference Approach to Recommendation.
CoRR, 2018

Variational Autoencoders for Collaborative Filtering.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

On the challenges of learning with inference networks on sparse, high-dimensional data.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2016
Edward: A library for probabilistic modeling, inference, and criticism.
CoRR, 2016

Modeling User Exposure in Recommendation.
Proceedings of the 25th International Conference on World Wide Web, 2016

Factorization Meets the Item Embedding: Regularizing Matrix Factorization with Item Co-occurrence.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015
Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks.
Proceedings of the 16th International Society for Music Information Retrieval Conference, 2015

Landmarking Manifolds with Gaussian Processes.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Speech dereverberation using a learned speech model.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
A Generative Product-of-Filters Model of Audio.
Proceedings of the 2nd International Conference on Learning Representations, 2014

Beta Process Non-negative Matrix Factorization with Stochastic Structured Mean-Field Variational Inference.
CoRR, 2014

Active Scores: Representation and Synchronization in Human-Computer Performance of Popular Music.
Comput. Music. J., 2014

Methods and Prospects for Human-Computer Performance of Popular Music.
Comput. Music. J., 2014

MIR_EVAL: A Transparent Implementation of Common MIR Metrics.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Codebook-based Scalable Music Tagging with Poisson Matrix Factorization.
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014

Speech decoloration based on the product-of-filters model.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Beta Process Sparse Nonnegative Matrix Factorization for Music.
Proceedings of the 14th International Society for Music Information Retrieval Conference, 2013

2011
A Framework for Coordination and Synchronization of Media.
Proceedings of the 11th International Conference on New Interfaces for Musical Expression, 2011

Segmentation, Clustering, and Display in a Personal Audio Database for Musicians.
Proceedings of the 12th International Society for Music Information Retrieval Conference, 2011


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