Neural Input Search for Large Scale Recommendation Models

Deep content-based music recommendation

A. van den Oord, S. Dieleman, and B. Schrauwen · 2013

Earlier work this paper cites.

The netflix recommender system: Algorithms, business value, and innovation

C. A. Gomez-Uribe and N. Hunt · 2015

Earlier work this paper cites.

Ask the gru: Multi-task learning for deep text recommendations

T. Bansal, D. Belanger, and A. McCallum · 2016

Earlier work this paper cites.

Wide & deep learning for recommender systems

H.-T. Cheng, L. Koc, J. Harmsen, T. Shaked, T. Chandra, H. Aradhye, G. Anderson, G. Corrado, W. Chai, M. Ispir, R. Anil, Z. Haque, L. Hong, V. Jain, X. Liu, and H. Shah · 2016

Earlier work this paper cites.

Deep neural networks for youtube recommendations

P. Covington, J. Adams, and E. Sargin · 2016

Earlier work this paper cites.

Convolutional matrix factorization for document context-aware recommendation

D. Kim, C. Park, J. Oh, S. Lee, and H. Yu · 2016

Earlier work this paper cites.

Asynchronous methods for deep reinforcement learning

V. Mnih, A. P. Badia, M. Mirza, A. Graves, T. Lillicrap, T. Harley, D. Silver, and K. Kavukcuoglu · 2016

Earlier work this paper cites.

Sequential user-based recurrent neural network recommendations

T. Donkers, B. Loepp, and J. Ziegler · 2017

Earlier work this paper cites.

Neural architecture search with reinforcement learning

B. Zoph and Q. V. Le · 2017

Cited alongside, same era.

Understanding and simplifying one-shot architecture search

G. Bender, P.-J. Kindermans, B. Zoph, V. Vasudevan, and Q. Le · 2018

Cited alongside, same era.

SMASH: One-shot model architecture search through hypernetworks

A. Brock, T. Lim, J. Ritchie, and N. Weston · 2018

Cited alongside, same era.

Path-level network transformation for efficient architecture search

H. Cai, J. Yang, W. Zhang, S. Han, and Y. Yu · 2018

Cited alongside, same era.

Progressive neural architecture search

C. Liu, B. Zoph, M. Neumann, J. Shlens, W. Hua, L.-J. Li, L. Fei-Fei, A. Yuille, J. Huang, and K. Murphy · 2018

Cited alongside, same era.

Neural architecture optimization

R. Luo, F. Tian, T. Qin, E. Chen, and T.-Y. Liu · 2018

Cited alongside, same era.

Regularized evolution for image classifier architecture search

Original

E. Real, A. Aggarwal, Y. Huang, and Q. V. Le · 2018

Later among the works it cites.

Mnasnet: Platform-aware neural architecture search for mobile

Original

M. Tan, B. Chen, R. Pang, V. Vasudevan, and Q. V. Le · 2018

Later among the works it cites.

Practical block-wise neural network architecture generation

Z. Zhong, J. Yan, W. Wu, J. Shao, and C.-L. Liu · 2018

Later among the works it cites.

Learning transferable architectures for scalable image recognition

B. Zoph, V. Vasudevan, J. Shlens, and Q. V. Le · 2018

Later among the works it cites.

ProxylessNAS: Direct neural architecture search on target task and hardware

H. Cai, L. Zhu, and S. Han · 2019

Closest in time.