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 1612
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 796
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
735
fajieyuan / SIGIR2020_peterrec
Universal User Representation Pre-training for Cross-domain Recommendation and User Profiling
bert bert-model cold-start collaborative-filtering continual-learning cross-domain lifelong-learning lifelong-machine-learning pretraining profiling recommendation recommender-system representation-learning self-supervised-learning transfer transfer-learning transformer universal universal-representation user
Language:Python 202
YuanchenBei / Awesome-Cold-Start-Recommendation
A curated list of resources on cold-start recommendations.
cold-start cold-start-problem graph-learning large-language-models recommendation recommender-system user-modeling
146
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 127
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 120
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 114
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 81
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 60
robhowley / lambda-warmer-py
keep lambdas warm and monitor cold starts with a simple decorator
aws-lambda serverless cold-start aws-cloudwatch
Language:Python 46
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# 44
fajieyuan / cross-domain-recommendation
cross-domain recommendation，transfer learning，pre-training，self-supervise learning papers and datasets
cold-start cold-start-recommendation cross-domain cross-platform-recommendation multi-domain-recommendation pre-trained-model pre-training recommender-system transfer transferable-recommendation user-modeling user-profile
43
IIEdm / TaNP
[WWW 2021]Task-adaptive Neural Process for User Cold-Start Recommendation
cold-start meta-learning neural-processes recommender-system
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
YuanchenBei / ColdRec
ColdRec: An Open-Source Benchmark Toolbox for Cold-Start Recommendation.
benchmark cold-start recommender-system
Language:Python 31
david-cortes / ctpfrec
Python implementation of "Content-based recommendations with poisson factorization", with some extensions
cold-start collaborative-topic-factorization poisson-factorization topic-modeling
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.
recommender-system collaborative-filtering puresvd hybrid-recommender cold-start top-n-recommendations
Language:Jupyter Notebook 25
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
active-learning data-selection fine-tuning language-model prompt-learning cold-start few-shot-learning acl2023 natural-language-processing nlp
Language:Python 22
zfnWong / GAR
This is the official code of GAR.
recommender-system generative-adversarial-network cold-start graph-neural-network
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
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
bert bert-model cold-start cross-domain-recommendation lifelong lifelong-lear lifelong-learning lifelong-machine-learning nextitnet pretrained-models self-supervised-learning transfer-learning transformer transformers universal universal-representation user-modeling user-models user-profiles user-representation
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
cold-start cross-domain datasets lifelong lifelong-machine-learning multi-task-learning pretraining recommendation-system sequential-recommendation session-based-recommendation-system top-n-recommendations transfer-learning user-modeling user-profiling users
16
liziniu / GEM
Code for Paper (Preserving Diversity in Supervised Fine-tuning of Large Language Models)
diversity large-language-models supervised-finetuning distribution-matching generalization cold-start reasoning rl
Language:Python 14
liziniu / cold_start_rl
Code for Blog Post: Can Better Cold-Start Strategies Improve RL Training for LLMs?
cold-start diversity exploration large-language-models reasoning reinforcement-learning sft
Language:Python 13
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
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 11
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
deep-neural-network cold-start service-recommendation multiplex-interactions
Language:Python 8
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 7
recohut / coldstart-recsys
Proving Recommendations in case of Cold-start situations
recsys cold-start recommender-system collaborative-filtering
Language:Python 6

cold-start

tangxyw / RecSysPapers

h1st-ai / h1st

daicoolb / RecommenderSystem-Paper

fajieyuan / SIGIR2020_peterrec

YuanchenBei / Awesome-Cold-Start-Recommendation

rootlu / MetaHIN

david-cortes / cmfrec

Gavince / Recommend-System

CodingDoug / min-functions-cold-start

oslabs-beta / Hearth

ZJU-DAILY / MetaKG

robhowley / lambda-warmer-py

pwrdrvr / lambda-dispatch

fajieyuan / cross-domain-recommendation

IIEdm / TaNP

Jennytang1224 / Need_a_Date

YuanchenBei / ColdRec

david-cortes / ctpfrec

evfro / recsys19_hybridsvd

fajieyuan / universal_user_representation

yueyu1030 / Patron

zfnWong / GAR

ZhengxiangShi / SelfContrastiveLearningRecSys

Leavingseason / RecsysChallenge2017

rktamplayo / HCSC

fajieyuan / recommendation_transfer_learning_pretraining

fajieyuan / recommendation_dataset_pretraining

liziniu / GEM

liziniu / cold_start_rl

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

LARS-research / ColdNAS

fajieyuan / pretrain_recommend_transfer

bigdata-ustc / Zero-1-to-3

ssea-lab / MISR

Linxyhaha / TDRO

recohut / coldstart-recsys