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A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps

#52 takapy0210 closed 2 years ago
0
Siamese Neural Networks for Content-based Cold-Start Music Recommendation.

#51 takapy0210 closed 2 years ago
0
The ML Test Score: A Rubric for ML Production Readiness and Technical Debt Reduction

#50 takapy0210 opened 3 years ago
0
Pay Attention to MLPs

#49 takapy0210 opened 3 years ago
0
Rethinking Search: Making Experts out of Dilettantes

#48 takapy0210 opened 3 years ago
0
Embeddings@Twitter

#47 takapy0210 closed 3 years ago
9
How TikTok recommends videos #ForYou

#46 takapy0210 closed 3 years ago
0
Real-time Data Infrastructure at Uber

#45 takapy0210 opened 3 years ago
0
Causal Effects of Linguistic Properties

#44 takapy0210 opened 3 years ago
0
How you Should Design ML Engineering Projects

#43 takapy0210 closed 3 years ago
0
Investigating serendipity in recommender systems based on real user feedback

#42 takapy0210 opened 3 years ago
0
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios

#41 takapy0210 opened 3 years ago
0
The Natural Language Decathlon: Multitask Learning as Question Answering

#40 takapy0210 opened 3 years ago
0
Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals

#39 takapy0210 opened 3 years ago
0
How Pinterest fights misinformation, hate speech, and self-harm content with machine learning

#38 takapy0210 closed 3 years ago
0
Spotify’s New Experimentation Coordination Strategy

#37 takapy0210 opened 3 years ago
0
Jointly Leveraging Intent and Interaction Signals to Predict User Satisfaction with Slate Recommendations

#36 takapy0210 closed 3 years ago
0
PinSage: A new graph convolutional neural network for web-scale recommender systems

#35 takapy0210 opened 3 years ago
1
A Meta-Learning Perspective on Cold-Start Recommendations for Items

#34 takapy0210 opened 3 years ago
2
Personalized Recommendations for Experiences Using Deep Learning

#33 takapy0210 closed 3 years ago
1
Designing Experimentation Guardrails

#32 takapy0210 closed 3 years ago
1
How machine learning powers Facebook’s News Feed ranking algorithm

#31 takapy0210 opened 3 years ago
0
We Recommend Articles With a Little Help From Our Friends (Machine Learning and Reader Input)

#30 takapy0210 closed 3 years ago
1
Supporting content decision makers with machine learning

#29 takapy0210 closed 3 years ago
1
Data Quality at Airbnb

#28 takapy0210 closed 3 years ago
1
How Netflix’s Customer Obsession Created a Customer Obsession

#27 takapy0210 opened 3 years ago
1
Challenges in Deploying Machine Learning: a Survey of Case Studies

#26 takapy0210 opened 3 years ago
0
TFX: A TensorFlow-Based Production-Scale Machine Learning Platform

#25 takapy0210 opened 3 years ago
2
Neural Collaborative Filtering

#24 takapy0210 opened 3 years ago
0
Wide & Deep Learning for Recommender Systems

#23 takapy0210 opened 3 years ago
0
SESSION-BASED RECOMMENDATIONS WITH RECURRENT NEURAL NETWORKS

#22 takapy0210 opened 3 years ago
0
Deep Learning Recommendation Model for Personalization and Recommendation Systems

#21 takapy0210 opened 3 years ago
0
Explainable Recommendation: A Survey and New Perspectives

#20 takapy0210 opened 3 years ago
0
Real-time Personalization using Embeddings for Search Ranking at Airbnb

#19 takapy0210 opened 3 years ago
0
Sequence-Aware Recommender Systems

#18 takapy0210 opened 3 years ago
0
Billion-scale Commodity Embedding for E-commerce Recommendation in Alibaba

#17 takapy0210 opened 3 years ago
0
Why We Need DevOps for ML Data

#16 takapy0210 opened 3 years ago
0
Improving Deep Learning for Ranking Stays at Airbnb

#15 takapy0210 closed 3 years ago
1
Recommending Accommodation Filters with Online Learning

#14 takapy0210 opened 3 years ago
0
Contextual User Browsing Bandits for Large-Scale Online Mobile Recommendation

#13 takapy0210 opened 3 years ago
0
Contextual and Sequential User Embeddings for Large-Scale Music Recommendation

#12 takapy0210 opened 3 years ago
0
DeepFM: A Factorization-Machine based Neural Network for CTR Prediction

#11 takapy0210 opened 3 years ago
0
Content-Collaborative Disentanglement Representation Learning for Enhanced Recommendation

#10 takapy0210 opened 3 years ago
0
Combining Rating and Review Data by Initializing Latent Factor Models with Topic Models for Top-N Recommendation

#9 takapy0210 opened 3 years ago
0
Explainable Recommendations via Attentive Multi-Persona Collaborative Filtering

#8 takapy0210 opened 3 years ago
2
Beyond algorithms: Ranking at scale at Booking.com

#7 takapy0210 opened 4 years ago
0
The Netflix Recommender System: Algorithms, Business Value, and Innovation

#6 takapy0210 opened 4 years ago
0
Deep Neural Networks for YouTube Recommendations

#5 takapy0210 closed 3 years ago
4
Trustworthy Online Controlled Experiments: Five Puzzling Outcomes Explained

#4 takapy0210 opened 4 years ago
0
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches

#2 takapy0210 opened 4 years ago
0