Dawen Liang
Dawen Liang
Research Scientist, Netflix Inc.
Verified email at netflix.com - Homepage
Title
Cited by
Cited by
Year
librosa: Audio and music signal analysis in python
B McFee, C Raffel, D Liang, DPW Ellis, M McVicar, E Battenberg, O Nieto
Proceedings of the 14th python in science conference 8, 18-25, 2015
6932015
Variational autoencoders for collaborative filtering
D Liang, RG Krishnan, MD Hoffman, T Jebara
Proceedings of the 2018 World Wide Web Conference, 689-698, 2018
2522018
mir_eval: a transparent implementation of common MIR metrics
C Raffel, B McFee, EJ Humphrey, J Salamon, O Nieto, D Liang, DPW Ellis
ISMIR, 367-372, 2014
2492014
Edward: A library for probabilistic modeling, inference, and criticism
D Tran, A Kucukelbir, AB Dieng, M Rudolph, D Liang, DM Blei
arXiv preprint arXiv:1610.09787, 2016
2152016
Factorization meets the item embedding: Regularizing matrix factorization with item co-occurrence
D Liang, J Altosaar, L Charlin, DM Blei
Proceedings of the 10th ACM conference on recommender systems, 59-66, 2016
1722016
Modeling user exposure in recommendation
D Liang, L Charlin, J McInerney, DM Blei
Proceedings of the 25th international conference on World Wide Web, 951-961, 2016
1522016
Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks
D Liang, M Zhan, DPW Ellis
ISMIR, 295-301, 2015
532015
librosa 0.5. 0
B McFee, M McVicar, O Nieto, S Balke, C Thome, D Liang, E Battenberg, ...
Feb, 2017
412017
On the challenges of learning with inference networks on sparse, high-dimensional data
R Krishnan, D Liang, M Hoffman
International Conference on Artificial Intelligence and Statistics, 143-151, 2018
322018
Beta Process Sparse Nonnegative Matrix Factorization for Music
D Liang, MD Hoffman, DPW Ellis
ISMIR, 375-380, 2013
272013
Music genre classification with the million song dataset
D Liang, H Gu, B O’Connor
Machine Learning Department, CMU, 2011
202011
librosa: 0.4. 1
B McFee, M McVicar, C Raffel, D Liang, O Nieto, E Battenberg, J Moore, ...
Oct, 2015
192015
Codebook-based Scalable Music Tagging with Poisson Matrix Factorization
D Liang, J Paisley, DPW Ellis
ISMIR, 167-172, 2014
192014
Causal inference for recommendation
D Liang, L Charlin, DM Blei
Causation: Foundation to Application, Workshop at UAI, 2016
182016
A Framework for Coordination and Synchronization of Media.
D Liang, G Xia, RB Dannenberg
NIME, 167-172, 2011
152011
The deconfounded recommender: A causal inference approach to recommendation
Y Wang, D Liang, L Charlin, DM Blei
arXiv preprint arXiv:1808.06581, 2018
142018
Speech Dereverberation Using a Learned Speech Model
D Liang, MD Hoffman, GJ Mysore
Acoustics, Speech and Signal Processing (ICASSP), 2015 IEEE International …, 2015
142015
Beta process non-negative matrix factorization with stochastic structured mean-field variational inference
D Liang, MD Hoffman
arXiv preprint arXiv:1411.1804, 2014
142014
Librosa: v0. 4.0
B McFee, M McVicar, C Raffel, D Liang, O Nieto, J Moore, D Ellis, ...
Zenodo 2015, 2015
122015
Edward: A library for probabilistic modeling, inference, and criticism, 2016
D Tran, A Kucukelbir, AB Dieng, M Rudolph, D Liang, DM Blei
arXiv preprint arXiv:1610.09787, 2016
112016
The system can't perform the operation now. Try again later.
Articles 1–20