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36 Open 15 Closed
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Issues list

The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction google MLOps paper
#50 opened Jun 1, 2021 by takapy0210
Pay Attention to MLPs google MLP NLP paper
#49 opened May 24, 2021 by takapy0210
Rethinking Search: Making Experts out of Dilettantes paper Recommendation retrieval
#48 opened May 18, 2021 by takapy0210
Real-time Data Infrastructure at Uber paper uber
#45 opened Apr 27, 2021 by takapy0210
Causal Effects of Linguistic Properties BERT Causal Effects paper
#44 opened Apr 19, 2021 by takapy0210
Investigating serendipity in recommender systems based on real user feedback paper
#42 opened Apr 15, 2021 by takapy0210
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios paper
#41 opened Apr 12, 2021 by takapy0210
The Natural Language Decathlon: Multitask Learning as Question Answering NLP paper
#40 opened Apr 6, 2021 by takapy0210
Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals Booking.com paper
#39 opened Mar 25, 2021 by takapy0210
Spotify’s New Experimentation Coordination Strategy blog spotify
#37 opened Mar 12, 2021 by takapy0210
PinSage: A new graph convolutional neural network for web-scale recommender systems blog pinterest Recommendation
#35 opened Feb 27, 2021 by takapy0210
1
A Meta-Learning Perspective on Cold-Start Recommendations for Items 2021/02 paper Recommendation Twitter
#34 opened Feb 27, 2021 by takapy0210
2
How machine learning powers Facebook’s News Feed ranking algorithm blog facebook
#31 opened Jan 27, 2021 by takapy0210
How Netflix’s Customer Obsession Created a Customer Obsession paper
#27 opened Dec 4, 2020 by takapy0210
1
Challenges in Deploying Machine Learning: a Survey of Case Studies MLOps paper
#26 opened Dec 4, 2020 by takapy0210
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform paper
#25 opened Nov 6, 2020 by takapy0210
2
Neural Collaborative Filtering deeplearning paper priority:high Recommendation
#24 opened Oct 28, 2020 by takapy0210
Wide & Deep Learning for Recommender Systems deeplearning paper Recommendation
#23 opened Oct 28, 2020 by takapy0210
SESSION-BASED RECOMMENDATIONS WITH RECURRENT NEURAL NETWORKS paper
#22 opened Oct 22, 2020 by takapy0210
Deep Learning Recommendation Model for Personalization and Recommendation Systems facebook paper priority:high Recommendation
#21 opened Oct 22, 2020 by takapy0210
Explainable Recommendation: A Survey and New Perspectives paper Recommendation
#20 opened Oct 19, 2020 by takapy0210
Real-time Personalization using Embeddings for Search Ranking at Airbnb airbnb embeddings paper Recommendation
#19 opened Oct 16, 2020 by takapy0210
Sequence-Aware Recommender Systems embeddings paper Recommendation
#18 opened Oct 16, 2020 by takapy0210
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba Alibaba embeddings graph paper Recommendation
#17 opened Oct 16, 2020 by takapy0210
Why We Need DevOps for ML Data MLOps paper
#16 opened Oct 8, 2020 by takapy0210
ProTip! Updated in the last three days: updated:>2025-01-16.