متابعة
Dawen Liang
Dawen Liang
Research Scientist, Netflix Inc.
بريد إلكتروني تم التحقق منه على netflix.com - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
librosa: Audio and music signal analysis in python.‏
B McFee, C Raffel, D Liang, DPW Ellis, M McVicar, E Battenberg, O Nieto‏
SciPy 2015, 18-24, 2015‏
34652015
Variational autoencoders for collaborative filtering‏
D Liang, RG Krishnan, MD Hoffman, T Jebara‏
Proceedings of the 2018 World Wide Web Conference, 689-698, 2018‏
15132018
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
6722014
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
4452016
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
3612016
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
3252016
Deep learning for recommender systems: A Netflix case study‏
H Steck, L Baltrunas, E Elahi, D Liang, Y Raimond, J Basilico‏
AI magazine 42 (3), 7-18, 2021‏
1772021
Causal inference for recommender systems‏
Y Wang, D Liang, L Charlin, DM Blei‏
Proceedings of the 14th ACM Conference on Recommender Systems, 426-431, 2020‏
1682020
Large language models as zero-shot conversational recommenders‏
Z He, Z Xie, R Jha, H Steck, D Liang, Y Feng, BP Majumder, N Kallus, ...‏
Proceedings of the 32nd ACM international conference on information and …, 2023‏
1622023
Causal inference for recommendation‏
D Liang, L Charlin, DM Blei‏
Causation: Foundation to Application, Workshop at UAI. AUAI 6 (41), 108, 2016‏
1372016
Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks‏
D Liang, M Zhan, DPW Ellis‏
ISMIR, 295-301, 2015‏
1072015
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
1002018
The deconfounded recommender: A causal inference approach to recommendation‏
Y Wang, D Liang, L Charlin, DM Blei‏
arXiv preprint arXiv:1808.06581, 2018‏
802018
librosa 0.5. 0‏
B McFee, M McVicar, O Nieto, S Balke, C Thome, D Liang, E Battenberg, ...‏
Zenodo. URL: https://doi. org/10 5281, 2017‏
552017
librosa: 0.4. 1‏
B McFee, M McVicar, C Raffel, D Liang, O Nieto, E Battenberg, J Moore, ...‏
Zenodo, 2015‏
492015
Beta Process Sparse Nonnegative Matrix Factorization for Music‏
D Liang, MD Hoffman, DPW Ellis‏
ISMIR, 375-380, 2013‏
372013
Methods and prospects for human–computer performance of popular music‏
RB Dannenberg, NE Gold, D Liang, G Xia‏
Computer Music Journal 38 (2), 36-50, 2014‏
322014
Music genre classification with the million song dataset‏
D Liang, H Gu, B O’Connor‏
Machine Learning Department, CMU, 2011‏
322011
Active scores: Representation and synchronization in human–computer performance of popular music‏
RB Dannenberg, NE Gold, D Liang, G Xia‏
Computer Music Journal 38 (2), 51-62, 2014‏
242014
Codebook-based Scalable Music Tagging with Poisson Matrix Factorization‏
D Liang, J Paisley, DPW Ellis‏
ISMIR, 167-172, 2014‏
242014
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20