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 1435
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 799
daicoolb / RecommenderSystem-Paper
This repository includes some papers that I have read or which I think may be very interesting.
cold-start deeplearning paper recommendation
733
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 201
rootlu / MetaHIN
Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"
cold-start heterogeneous-graph heterogeneous-information-networks kdd2020 maml meta-learning recommender-systems
Language:Jupyter Notebook 125
david-cortes / cmfrec
(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)
cold-start collaborative-filtering collective-matrix-factorization
Language:C 117
Gavince / Recommend-System
深度学习与推荐系统学习，理论结合代码更香。
cold-start deep-learning deepfm embeddings ranking-algorithm recommender-system wide-and-deep
Language:Jupyter Notebook 102
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 cold-start typescript
Language:TypeScript 81
YuanchenBei / Awesome-Cold-Start-Recommendation
A curated list of papers on cold-start recommendations.
cold-start cold-start-problem collaborative-filtering ctr-prediction recommendation recommender-system user-modeling
70
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
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 56
robhowley / lambda-warmer-py
keep lambdas warm and monitor cold starts with a simple decorator
aws-cloudwatch aws-lambda cold-start serverless
Language:Python 46
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
43
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# 43
IIEdm / TaNP
[WWW 2021]Task-adaptive Neural Process for User Cold-Start Recommendation
recommender-system meta-learning neural-processes cold-start
Language:Python 33
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 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
evfro / recsys19_hybridsvd
Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.
cold-start collaborative-filtering hybrid-recommender puresvd recommender-system top-n-recommendations
Language:Jupyter Notebook 25
YuanchenBei / ColdRec
ColdRec: An Open-Source Benchmark Toolbox for Cold-Start Recommendation.
benchmark cold-start recommender-system
Language:Python 24
fajieyuan / universal_user_representation
papers of universal user representation learning for recommendation
bert catastrophic-forgetting cold-start continual-learning cross-domain-recommendation general-purpose item-recommendation lifelong-learning multi-domain-recommendation pre-training pruning recommender-system representation-learning transfer transfer-learning transformer trimming user-modeling user-profiling user-representation
22
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 22
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 22
Leavingseason / RecsysChallenge2017
Our solution for Recsys Challenge 2017.
2017 challenge cold-start job-recommendation recsys recsys2017 solution
Language:C# 20
rktamplayo / HCSC
[ACL2018] Cold-Start Aware User and Product Attention for Sentiment Classification
cold-start deep-learning imdb machine-learning natural-language-processing recommendation-system recommender-system review-rating-prediction reviews sentiment sentiment-analysis sentiment-classification user-representation yelp
Language:Python 20
zfnWong / GAR
This is the official code of GAR.
recommender-system generative-adversarial-network cold-start graph-neural-network
Language:Python 19
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
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
16
Bayi-Hu / GIFT-Graph-guided-Feature-Transfer-Network
Source code for GIFT (CIKM 22)
alibaba cikm click-through-rate-prediction cold-start deep-learning graphrepresentation recommender-system taobao
Language:Python 12
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 10
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
cold-start finetune lifelong-learning lifelong-machine-learning pretraining recommendation recommender-system self-supervised-learning sequential-recommendation transfer-learning user-modeling user-representation
9
bigdata-ustc / Zero-1-to-3
Source codes and datasets for paper "Zero-1-to-3: Domain-level Zero-shot Cognitive Diagnosis via One Batch of Early-bird Students towards Three Diagnostic Objectives" (AAAI2024)
aaai2024 ai-for-education cognitive-diagnosis cold-start cross-domain-adaptation educational-big-data fine-tuning multi-source-domain-adaptation personalized-learning pre-training question-recommendation student-modeling zero-1-to-3
Language:Python 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
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 6
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 5
talreiss / ColdFusion
From Zero to Hero: Cold-Start Anomaly Detection (ACL 2024)
acl2024 anomaly-detection chatbots cold-start
Language:Python 4

cold-start

tangxyw / RecSysPapers

h1st-ai / h1st

daicoolb / RecommenderSystem-Paper

fajieyuan / SIGIR2020_peterrec

rootlu / MetaHIN

david-cortes / cmfrec

Gavince / Recommend-System

CodingDoug / min-functions-cold-start

YuanchenBei / Awesome-Cold-Start-Recommendation

oslabs-beta / Hearth

ZJU-DAILY / MetaKG

robhowley / lambda-warmer-py

fajieyuan / cross-domain-recommendation

pwrdrvr / lambda-dispatch

IIEdm / TaNP

Jennytang1224 / Need_a_Date

david-cortes / ctpfrec

evfro / recsys19_hybridsvd

YuanchenBei / ColdRec

fajieyuan / universal_user_representation

yueyu1030 / Patron

ZhengxiangShi / SelfContrastiveLearningRecSys

Leavingseason / RecsysChallenge2017

rktamplayo / HCSC

zfnWong / GAR

fajieyuan / recommendation_transfer_learning_pretraining

fajieyuan / recommendation_dataset_pretraining

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

LARS-research / ColdNAS

fajieyuan / pretrain_recommend_transfer

bigdata-ustc / Zero-1-to-3

ssea-lab / MISR

recohut / coldstart-recsys

Linxyhaha / TDRO

rjozefowicz / aws-lambda-graalvm-runtime

talreiss / ColdFusion