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Tag: recommender-systems
60 items with this tag.
May 30, 2026
BERT4Rec
recommender-systems
algorithm
sequence-aware
transformer
bidirectional
May 30, 2026
Cold Start Problem
recommender-systems
cross-cutting
cold-start
May 23, 2026
MeLU
recommender-systems
algorithm
meta-learning
cold-start
cold-start/user
cold-start/item
deep-learning
maml
uncertain
May 23, 2026
Neural Collaborative Filtering
recommender-systems
collaborative-filtering
deep-learning
neural
May 23, 2026
Recommender Systems
recommender-systems
machine-learning
information-retrieval
uncertain
May 23, 2026
Sequence-Aware Recommenders
recommender-systems
deep-learning
sequence-models
transformer
May 02, 2026
Recommender Systems MOC
moc
recommender-systems
machine-learning
May 02, 2026
AutoRec
recommender-systems
algorithm
deep-learning
autoencoder
collaborative-filtering
May 02, 2026
BPR
recommender-systems
algorithm
ranking-loss
collaborative-filtering
implicit-feedback
May 02, 2026
BST
recommender-systems
algorithm
sequence-aware
transformer
ranking
production
May 02, 2026
Beyond-Accuracy Objectives
recommender-systems
evaluation
beyond-accuracy
May 02, 2026
Building a Simple Recommender
recommender-systems
tutorial
practice
May 02, 2026
Caser
recommender-systems
algorithm
sequence-aware
convolutional
top-n
May 02, 2026
Collaborative Filtering
recommender-systems
paradigm
collaborative-filtering
May 02, 2026
Content-Based Filtering
recommender-systems
paradigm
content-based
May 02, 2026
DLRM
recommender-systems
algorithm
deep-learning
ranking
production
May 02, 2026
DSSM
recommender-systems
algorithm
deep-learning
dual-encoder
retrieval
May 02, 2026
Deep & Cross Network
recommender-systems
algorithm
deep-learning
ctr-prediction
feature-crossing
May 02, 2026
DeepFM
recommender-systems
algorithm
deep-learning
ctr-prediction
factorization-machines
May 02, 2026
Determinantal Point Processes
recommender-systems
algorithm
re-ranking
diversity
probabilistic
May 02, 2026
DropoutNet
recommender-systems
algorithm
deep-learning
cold-start
hybrid
May 02, 2026
EASE
recommender-systems
algorithm
autoencoder
linear
closed-form
May 02, 2026
Explicit vs Implicit Feedback
recommender-systems
foundations
data
May 02, 2026
FAISS
recommender-systems
infrastructure
ann
library
vector-database
May 02, 2026
FPMC
recommender-systems
algorithm
sequence-aware
markov-chain
matrix-factorization
May 02, 2026
Factorization Machines
recommender-systems
algorithm
factorization-machines
feature-interactions
May 02, 2026
Funk SVD
recommender-systems
algorithm
matrix-factorization
collaborative-filtering
explicit-feedback
May 02, 2026
GRU4Rec
recommender-systems
algorithm
sequence-aware
recurrent-network
session-based
May 02, 2026
HNSW
recommender-systems
infrastructure
ann
vector-search
graph
May 02, 2026
Hybrid Recommender Systems
recommender-systems
paradigm
hybrid
May 02, 2026
Inverted File Index
recommender-systems
infrastructure
ann
vector-search
partitioning
May 02, 2026
Item-Item Collaborative Filtering
recommender-systems
collaborative-filtering
memory-based
May 02, 2026
LightFM
recommender-systems
algorithm
hybrid
cold-start
library
May 02, 2026
LightGCN
recommender-systems
algorithm
graph-neural-network
collaborative-filtering
May 02, 2026
LinUCB
recommender-systems
algorithm
exploration
contextual-bandit
online-learning
May 02, 2026
Locality-Sensitive Hashing
recommender-systems
infrastructure
ann
hashing
May 02, 2026
MMR
recommender-systems
algorithm
re-ranking
diversity
information-retrieval
May 02, 2026
Matrix Factorization
recommender-systems
collaborative-filtering
model-based
matrix-factorization
May 02, 2026
Mult-VAE
recommender-systems
algorithm
deep-learning
variational-autoencoder
collaborative-filtering
May 02, 2026
Multi-Armed Bandit Algorithms
recommender-systems
algorithm
exploration
online-learning
bandits
May 02, 2026
NGCF
recommender-systems
algorithm
graph-neural-network
deep-learning
collaborative-filtering
May 02, 2026
Non-negative Matrix Factorization
recommender-systems
algorithm
matrix-factorization
interpretable
May 02, 2026
PinSage
recommender-systems
algorithm
graph-neural-network
deep-learning
production
pinterest
May 02, 2026
Probabilistic Matrix Factorization
recommender-systems
algorithm
matrix-factorization
bayesian
collaborative-filtering
May 02, 2026
Product Quantization
recommender-systems
infrastructure
ann
vector-compression
May 02, 2026
Recommender Algorithms Catalog
recommender-systems
algorithms
catalog
survey
May 02, 2026
Recommender Evaluation Metrics
recommender-systems
evaluation
metrics
May 02, 2026
SASRec
recommender-systems
algorithm
sequence-aware
transformer
self-attention
May 02, 2026
SLIM
recommender-systems
algorithm
neighborhood
linear
sparse
top-n
May 02, 2026
SVD++
recommender-systems
algorithm
matrix-factorization
collaborative-filtering
hybrid-feedback
May 02, 2026
ScaNN
recommender-systems
infrastructure
ann
library
vector-search
May 02, 2026
Tiger
recommender-systems
algorithm
sequence-aware
generative
transformer
semantic-ids
May 02, 2026
Two-Tower Retrieval Model
recommender-systems
deep-learning
retrieval
neural
May 02, 2026
User-User Collaborative Filtering
recommender-systems
collaborative-filtering
memory-based
May 02, 2026
WARP Loss
recommender-systems
algorithm
ranking-loss
implicit-feedback
May 02, 2026
Wide & Deep
recommender-systems
algorithm
deep-learning
ranking
ctr-prediction
May 02, 2026
YouTube Deep Recommender
recommender-systems
algorithm
deep-learning
candidate-generation
ranking
production
May 02, 2026
iALS
recommender-systems
algorithm
matrix-factorization
collaborative-filtering
implicit-feedback
May 02, 2026
timeSVD++
recommender-systems
algorithm
matrix-factorization
temporal
collaborative-filtering
May 02, 2026
xDeepFM
recommender-systems
algorithm
deep-learning
ctr-prediction
feature-crossing