Machine Learning Engineer / Information Retrieval / Recommender System
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- 전체보기(77)
- Boostcamp AI tech(49)
- ai math(10)
- recsys(10)
- 회고(9)
- PyTorch(8)
- DL Basic(7)
- code(6)
- RecSys Paper(6)
- Product Serving(4)
- data viz(4)
- CNN(3)
- Tobigs 14&15 GNN 스터디(3)
- boostcourse(3)
- Graph & RecSys(3)
- word2vec(2)
- MF(2)
- NCF(2)
- Tobigs 14&15 추천시스템 세미나(2)
- pinterest(2)
- BPR-Opt(2)
- AutoRec(2)
- mlp(2)
- Tobigs 15&16 음성 세미나(1)
- Association Rule Analysis(1)
- Deep Learning(1)
- Computer Vision(1)
- NMF(1)
- FM(1)
- moore-penrose inverse matrix(1)
- MBCF(1)
- K-NN CF(1)
- LightGCN(1)
- FFM(1)
- generalization(1)
- Content-based(1)
- NLP(1)
- project(1)
- Similarity Measure(1)
- 실험(1)
- vector(1)
- YouTube Recommendation(1)
- thompson sampling(1)
- matrix(1)
- NGCN(1)
- BST(1)
- pickle(1)
- DeepFM(1)
- Wide & Deep(1)
- LSTM(1)
- 일상(1)
- Multi-DAE(1)
- AttributeError(1)
- Top-N Sequential Recommendation(1)
- transformer(1)
- DIN(1)
- Bayesian statistics(1)
- SVD(1)
- NBCF(1)
- Derivative(1)
- conditional probability(1)
- Probability(1)
- Caser(1)
- CDAE(1)
- GRU4Rec(1)
- Multi-VAE(1)
- GMF(1)
- PinSage(1)
- MLE(1)
- ANN(1)
- cf(1)
- GRU(1)
- Multi Armed Bandit(1)
- point-wise(1)
- Norm(1)
- RNN(1)
- Netflix Prize Competition(1)
- Gradient Descent(1)
- Embedding(1)
- Gradient Descent Method(1)
- TF-IDF(1)
- GBM(1)
- sequence embedding(1)
- pandas(1)
- LinUCB(1)
- Rating Prediction(1)
- Pixie(1)
- KL-Divergence(1)
- stochastic gradient descent(1)
- Item2Vec(1)
- population-based(1)
- pair-wise(1)
- Masked MSE Loss(1)
- Generative Model(1)
- Backpropagation(1)
- multiprocessing(1)
- Regularization Method(1)
- GNN(1)
- list-wise(1)
- GraphSAGE(1)
- evaluation metric(1)
전체보기 (77)Boostcamp AI tech(49)ai math(10)recsys(10)회고(9)PyTorch(8)DL Basic(7)code(6)RecSys Paper(6)Product Serving(4)data viz(4)CNN(3)Tobigs 14&15 GNN 스터디(3)boostcourse(3)Graph & RecSys(3)word2vec(2)MF(2)NCF(2)Tobigs 14&15 추천시스템 세미나(2)pinterest(2)BPR-Opt(2)AutoRec(2)mlp(2)Tobigs 15&16 음성 세미나(1)Association Rule Analysis(1)Deep Learning(1)Computer Vision(1)NMF(1)FM(1)moore-penrose inverse matrix(1)MBCF(1)K-NN CF(1)LightGCN(1)FFM(1)generalization(1)Content-based(1)NLP(1)project(1)Similarity Measure(1)실험(1)vector(1)YouTube Recommendation(1)thompson sampling(1)matrix(1)NGCN(1)BST(1)pickle(1)DeepFM(1)Wide & Deep(1)LSTM(1)일상(1)Multi-DAE(1)AttributeError(1)Top-N Sequential Recommendation(1)transformer(1)DIN(1)Bayesian statistics(1)SVD(1)NBCF(1)Derivative(1)conditional probability(1)Probability(1)Caser(1)CDAE(1)GRU4Rec(1)Multi-VAE(1)GMF(1)PinSage(1)MLE(1)ANN(1)cf(1)GRU(1)Multi Armed Bandit(1)point-wise(1)Norm(1)RNN(1)Netflix Prize Competition(1)Gradient Descent(1)Embedding(1)Gradient Descent Method(1)TF-IDF(1)GBM(1)sequence embedding(1)pandas(1)LinUCB(1)Rating Prediction(1)Pixie(1)KL-Divergence(1)stochastic gradient descent(1)Item2Vec(1)population-based(1)pair-wise(1)Masked MSE Loss(1)Generative Model(1)Backpropagation(1)multiprocessing(1)Regularization Method(1)GNN(1)list-wise(1)GraphSAGE(1)evaluation metric(1)
[Boostcamp AI Tech] Bag of Words & Word Embeddding
Bag of Words & Word Embeddding
2022년 7월 24일
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0개의 댓글·
1
[Paper & Code Review] (2018, KDD) Graph Convolutional Neural Networks for Web-Scale Recommender Systems
(2018, KDD) Graph Convolutional Neural Networks for Web-Scale Recommender Systems
2022년 6월 30일
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0개의 댓글·
0
[Paper & Code Review] (2017, NIPS) Inductive Representation Learning on Large Graphs
(2017, NIPS) Inductive Representation Learning on Large Graphs
2022년 6월 28일
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0개의 댓글·
1
[Paper & Code Review] (2017, WWW) Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
(2017, WWW) Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
2022년 6월 21일
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0개의 댓글·
0
OK Mugle! (장르부터 멜로디까지, Content-based Music Recommendation) - 개인 정리
제13회 투빅스 컨퍼런스(2022.01.15)에서 진행한 음악 추천 프로젝트
2022년 6월 7일
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0개의 댓글·
0pickle 객체 저장 후 load 시 AttributeError 해결 방법
pickle 객체 저장 후 load 시 AttributeError 해결 방법
2022년 5월 20일
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0개의 댓글·
0
[Boostcamp AI Tech] Level2 P-Stage DKT 대회 회고
[Boostcamp AI Tech] Level2 P-Stage DKT 대회 회고
2022년 5월 14일
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0개의 댓글·
2
[Boostcamp AI Tech] Level2 P-Stage 영화 추천 대회 회고
[Boostcamp AI Tech] Level2 P-Stage 영화 추천 대회 회고
2022년 4월 17일
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0개의 댓글·
0[Paper & Code Review] (2018, WWW) Variational Autoencoders for Collaborative Filtering
(2018, WWW) Variational Autoencoders for Collaborative Filtering
2022년 4월 6일
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0개의 댓글·
1[Paper & Code Review] (2009, UAI) BPR: Bayesian Personalized Ranking from Implicit Feedback
(2009, UAI) BPR: Bayesian Personalized Ranking from Implicit Feedback
2022년 3월 20일
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2개의 댓글·
1
[Boostcamp AI Tech] Bandit for Recommendation
[Boostcamp AI Tech] Bandit for Recommendation
2022년 3월 18일
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0개의 댓글·
0
[Boostcamp AI Tech] Context-aware Recommendation
[Boostcamp AI Tech] Context-aware Recommendation
2022년 3월 17일
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0개의 댓글·
0
[Boostcamp AI Tech] Recommender System with Deep Learning (2)
[Boostcamp AI Tech] Recommender System with Deep Learning (2)
2022년 3월 16일
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2개의 댓글·
1