Latent Feature Models

Latent Feature Models is a type of latent variable model that represents observed data as generated from a set of underlying, non-observable features, where each feature can be actively present or absent in individual data instances, thereby allowing overlapping feature memberships and capturing complex data structures through probabilistic assignments.

431

Publications

30.4K

Citations

1.5K

Authors

489

Institutions

Publications per year

2017–2026

287

Parents

Latent Variable Models

Publications

431

Domain Generalization with Adversarial Feature Learning

Haoliang Li, Sinno Jialin Pan, Shiqi Wang et al. · 2018 · 1.2K citations

Computing, Computer Science, Computer Vision +13

Observed versus latent features for knowledge base and text inference

Kristina Toutanova, Danqi Chen · 2015 · 1K citations · Full text

Computing, Computer Science, Computational Linguistics +16

Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling

Diego Marcheggiani, Ivan Titov · 2017 · 929 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval

Ondřej Chum, James Philbin, Josef Šivic et al. · 2007 · 865 citations

Computing, Computer Science, Computer Vision +14

A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems

Ali Elkahky, Yang Song, Xiaodong He · 2015 · 725 citations

Computing, Computer Science, Feature Engineering +15

1–5 of 431

Authors

1.5K

ZG
Zoubin Ghahramani
University of Cambridge, United Kingdom
10 publications · 1.2K citations
10
h-index
TL
Thomas L. Griffiths
University of California, Berkeley, United States
5 publications · 1.3K citations
5
h-index
XL
Xin Luo
Chongqing Institute of Green and Intelligent Technology, China
5 publications · 297 citations
5
h-index
KT
Kurt T. Miller
University of California, Berkeley, United States
5 publications · 636 citations
5
h-index
LC
Lawrence Carin
Duke University, United States
5 publications · 408 citations
5
h-index

1–5 of 1.5K

Institutions

489

1–8 of 489

Venues

arXiv (Cornell University)
Repository · 40 publications · 1.6K citations
22
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 11 publications · 431 citations
11
h-index
IEEE Transactions on Neural Networks and Learning Systems
12 publications · 509 citations
11
h-index
IEEE Transactions on Pattern Analysis and Machine Intelligence
TPAMI · 9 publications · 996 citations
9
h-index
IEEE Transactions on Image Processing
8 publications · 1K citations
8
h-index

1–5