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推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
Created
2022-08-16
177 commits to main branch, last one 12 days ago
Power Tools for AI Engineers With Deadlines
Created
2020-08-13
817 commits to main branch, last one about a year ago
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
bert
user
transfer
profiling
universal
bert-model
cold-start
pretraining
transformer
cross-domain
recommendation
lifelong-learning
transfer-learning
continual-learning
recommender-system
collaborative-filtering
representation-learning
self-supervised-learning
universal-representation
lifelong-machine-learning
Created
2020-05-09
125 commits to master branch, last one 9 months ago
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
Created
2020-06-14
22 commits to master branch, last one 3 years ago
(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)
Created
2017-10-03
482 commits to master branch, last one 3 months ago
深度学习与推荐系统学习,理论结合代码更香。
Created
2021-06-29
20 commits to master branch, last one 2 years ago
Scaffolding for Cloud Functions deployed with the Firebase CLI that minimize cold starts by using TypeScript async imports
Created
2020-03-02
5 commits to master branch, last one 4 years ago
A curated list of papers on cold-start recommendations.
Created
2024-01-01
33 commits to main branch, last one 3 months ago
An application to help prevent cold starts in AWS Lambda functions.
Created
2022-12-05
113 commits to main branch, last one 10 months ago
Source code for MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. TKDE 2022.
Created
2021-06-18
14 commits to main branch, last one 2 years ago
keep lambdas warm and monitor cold starts with a simple decorator
Created
2019-02-23
26 commits to master branch, last one 2 years ago
cross-domain recommendation,transfer learning,pre-training,self-supervise learning papers and datasets
Created
2021-11-12
23 commits to main branch, last one 9 months ago
Lambda Dispatch for AWS Lambda - Avoid cold starts, save up to 80%!
Created
2023-12-16
468 commits to main branch, last one 19 days ago