cold-start

There are 2 repositories under cold-start topic.

tangxyw / RecSysPapers
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.
calibration causal-inference cold-start contrastive-learning debias distillation diverse fairness feedback-delay look-alike match multi-modal multi-scenario multi-task papers pre-rank rank re-rank recommendation-system reinforcement-learning
Language:Python 981
h1st-ai / h1st
Power Tools for AI Engineers With Deadlines
data-science explainability home-automation time-series collaboration cybersecurity cold-start autonomous-vehicles automl avionics human-in-the-loop predictive-maintenance ensemble-machine-learning datascience-environment industrial-iot trustworthy-datascience energy-optimization hacktoberfest
Language:Jupyter Notebook 791
daicoolb / RecommenderSystem-Paper
This repository includes some papers that I have read or which I think may be very interesting.
paper recommendation deeplearning cold-start
718
fajieyuan / SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
transfer-learning recommender-system cold-start user profiling recommendation transfer representation-learning lifelong-learning continual-learning collaborative-filtering self-supervised-learning pretraining cross-domain bert bert-model transformer universal universal-representation lifelong-machine-learning
Language:Python 194
rootlu / MetaHIN
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
meta-learning heterogeneous-graph heterogeneous-information-networks cold-start recommender-systems kdd2020 maml
Language:Jupyter Notebook 121
david-cortes / cmfrec
(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)
collective-matrix-factorization cold-start collaborative-filtering
Language:C 110
CodingDoug / min-functions-cold-start
Scaffolding for Cloud Functions deployed with the Firebase CLI that minimize cold starts by using TypeScript async imports
cloud-functions-for-firebase typescript cold-start
Language:TypeScript 82
Gavince / Recommend-System
深度学习与推荐系统学习，理论结合代码更香。
deep-learning recommender-system deepfm wide-and-deep cold-start ranking-algorithm embeddings
Language:Jupyter Notebook 67
oslabs-beta / Hearth
An application to help prevent cold starts in AWS Lambda functions.
aws aws-lambda cold-start electron hearth react typescript
Language:TypeScript 61
robhowley / lambda-warmer-py
keep lambdas warm and monitor cold starts with a simple decorator
aws-lambda serverless cold-start aws-cloudwatch
Language:Python 44
fajieyuan / cross-domain-recommendation
cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets
cold-start recommender-system cross-domain transfer user-profile user-modeling pre-trained-model pre-training multi-domain-recommendation transferable-recommendation cold-start-recommendation cross-platform-recommendation
38
ZJU-DAILY / MetaKG
Source code for MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation. TKDE 2022.
recommender-system meta-learning cold-start knowledge-graph graph-neural-networks pytorch deep-learning tkde
Language:Python 32
IIEdm / TaNP
[WWW 2021]Task-adaptive Neural Process for User Cold-Start Recommendation
recommender-system meta-learning neural-processes cold-start
Language:Python 31
david-cortes / ctpfrec
Python implementation of "Content-based recommendations with poisson factorization", with some extensions
poisson-factorization topic-modeling cold-start collaborative-topic-factorization
Language:Python 30
Jennytang1224 / Need_a_Date
A recommender engine built for a Bay Area online dating website to maximize the successful matches by introducing hybrid recommender system and reverse match technique.
hybrid-recommendation dating-website profile-similarity prediction-model implicit-feedback cold-start weighted-similarity-score
Language:Python 29
evfro / recsys19_hybridsvd
Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.
recommender-system collaborative-filtering puresvd hybrid-recommender cold-start top-n-recommendations
Language:Jupyter Notebook 25
lambda-dispatch
pwrdrvr / lambda-dispatch
Lambda Dispatch for AWS Lambda - Avoid cold starts, save up to 80%!
aws aws-lambda cold-start csharp dotnet http2 rust-lang
Language:C# 25
fajieyuan / universal_user_representation
papers of universal user representation learning for recommendation
user-representation pre-training transfer transfer-learning lifelong-learning user-modeling user-profiling item-recommendation recommender-system continual-learning catastrophic-forgetting pruning trimming general-purpose representation-learning cold-start transformer bert cross-domain-recommendation multi-domain-recommendation
20
rktamplayo / HCSC
[ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification
sentiment-classification cold-start sentiment-analysis sentiment review-rating-prediction user-representation machine-learning deep-learning natural-language-processing recommender-system recommendation-system yelp imdb reviews
Language:Python 20
fajieyuan / recommendation_transfer_learning_pretraining
Pre-training and Transfer learning papers for recommendation
transfer-learning pretrained-models user-representation user-profiles user-modeling user-models cross-domain-recommendation cold-start transformer bert-model nextitnet self-supervised-learning universal universal-representation lifelong lifelong-learning lifelong-machine-learning lifelong-lear transformers bert
18
Leavingseason / RecsysChallenge2017
Our solution for Recsys Challenge 2017.
recsys challenge 2017 cold-start recsys2017 job-recommendation solution
Language:C# 18
yueyu1030 / Patron
[ACL 2023] The code for our ACL'23 paper Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach
acl2023 active-learning cold-start data-selection few-shot-learning fine-tuning language-model natural-language-processing nlp prompt-learning
Language:Python 18
zfnWong / GAR
This is the official code of GAR.
cold-start generative-adversarial-network graph-neural-network recommender-system
Language:Python 18
ZhengxiangShi / SelfContrastiveLearningRecSys
[ECIR 2024] Official repository for the paper titled "Self Contrastive Learning for Session-based Recommendation"
cold-start contrastive-learning contrastive-predictive-coding recommendation recommendation-system recommender-system representation-learning session-based-recommendation session-based-recommendation-system
Language:Python 16
fajieyuan / recommendation_dataset_pretraining
DataSets links for recommender systems research, in particular for transfer learning, user representation, pre-training,lifelong learning, cold start recommendation
recommendation-system users datasets transfer-learning pretraining cold-start cross-domain lifelong lifelong-machine-learning multi-task-learning user-profiling user-modeling sequential-recommendation session-based-recommendation-system top-n-recommendations
15
Bayi-Hu / GIFT-Graph-guided-Feature-Transfer-Network
Source code for GIFT (CIKM 22)
cold-start deep-learning graphrepresentation recommender-system alibaba click-through-rate-prediction taobao cikm
Language:Python 12
YuanchenBei / Awesome-Cold-Start-Recommendation
A curated list of papers on cold-start recommendations.
cold-start recommendation cold-start-problem user-modeling collaborative-filtering ctr-prediction recommender-system
10
LARS-research / ColdNAS
Code for ColdNAS: Search to Modulate for User Cold-Start Recommendation. WebConf 2023
cold-start neural-architecture-search recommender-system
Language:Python 9
fajieyuan / pretrain_recommend_transfer
迁移学习，预训练，表征学习，跨域推荐，冷启动，用户画像
transfer-learning pretraining finetune cold-start recommender-system recommendation user-modeling self-supervised-learning sequential-recommendation lifelong-learning lifelong-machine-learning user-representation
8
ssea-lab / MISR
Deep-learning-based service recommendation in a cold-start scenario of mashup development
cold-start deep-neural-network multiplex-interactions service-recommendation
Language:Python 8
recohut / coldstart-recsys
Proving Recommendations in case of Cold-start situations
recsys cold-start recommender-system collaborative-filtering
Language:Python 7
MI-911 / cold-start-framework
Data generation, model training and evaluation pipelines for the cold-start setting.
pipeline recommender-system cold-start evaluation-pipelines dataset interview hacktoberfest
Language:Jupyter Notebook 4
rjozefowicz / aws-lambda-graalvm-runtime
AWS Lambda custom runtime with GraalVM native-image binary
graal graal-native lambda lambda-functions aws-lambda aws aws-dynamodb native-image cold-start custom-runtime
Language:Java 4
rjozefowicz / rapid-dynamodb
Example lightweight DynamoDB integration that limits AWS Lambda cold starts for Java
aws aws-lambda aws-lambda-java aws-dynamodb dynamodb cold-start dynamodb-client
Language:Java 4
buzzer4mornin / CTMP-ThesisProject
Master Thesis @ Charles University - "Probabilistic Models for Recommender Systems"
recommender-system collaborative-filtering topic-modeling poisson-factorization cold-start probabilistic-models variational-inference
Language:Rich Text Format 3
Linxyhaha / TDRO
Temporally and Distributionally Robust Optimization for Cold-start Recommendation (AAAI'24)
aaai2024 cold-start distribution-shift distributionally-robust-optimization pytorch recommender-system
Language:Python 3

cold-start

tangxyw / RecSysPapers

h1st-ai / h1st

daicoolb / RecommenderSystem-Paper

fajieyuan / SIGIR2020_peterrec

rootlu / MetaHIN

david-cortes / cmfrec

CodingDoug / min-functions-cold-start

Gavince / Recommend-System

oslabs-beta / Hearth

robhowley / lambda-warmer-py

fajieyuan / cross-domain-recommendation

ZJU-DAILY / MetaKG

IIEdm / TaNP

david-cortes / ctpfrec

Jennytang1224 / Need_a_Date

evfro / recsys19_hybridsvd

pwrdrvr / lambda-dispatch

fajieyuan / universal_user_representation

rktamplayo / HCSC

fajieyuan / recommendation_transfer_learning_pretraining

Leavingseason / RecsysChallenge2017

yueyu1030 / Patron

zfnWong / GAR

ZhengxiangShi / SelfContrastiveLearningRecSys

fajieyuan / recommendation_dataset_pretraining

Bayi-Hu / GIFT-Graph-guided-Feature-Transfer-Network

YuanchenBei / Awesome-Cold-Start-Recommendation

LARS-research / ColdNAS

fajieyuan / pretrain_recommend_transfer

ssea-lab / MISR

recohut / coldstart-recsys

MI-911 / cold-start-framework

rjozefowicz / aws-lambda-graalvm-runtime

rjozefowicz / rapid-dynamodb

buzzer4mornin / CTMP-ThesisProject

Linxyhaha / TDRO