James Foulds
11 papers · 2011–2019 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (15)
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Trend Setter
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Prolific Year Β· Productive
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(5)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Bayesian & Probabilistic Β· Machine Learning
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Mathematics
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
variational inference
(2)
expectation maximization
(2)
topic model
(2)
bayesian inference
(1)
latent dirichlet allocation
(1)
topic modeling
(1)
language modeling
(1)
text representation
(1)
privacy-preserving learning
(1)
message passing
(1)
network inference
(1)
maximum a posteriori
(1)
linear programming
(1)
probabilistic programming
(1)
information diffusion
(1)
latent feature model
(1)
graphical model
(1)
gaussian mixture model
(1)
social network
(1)
latent variable
(1)
Papers
Scalable Collapsed Inference for High-Dimensional Topic Models
NAACL 2019
Mixed Membership Word Embeddings for Computational Social Science
AISTATS 2018
DP-EM: Differentially Private Expectation Maximization
AISTATS 2017
HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades
ICML 2015
Joint Models of Disagreement and Stance in Online Debate
ACL 2015
Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models
ICML 2015
RELLY: Inferring Hypernym Relationships Between Relational Phrases
EMNLP 2015
Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums
ACL 2015
Modeling Scientific Impact with Topical Influence Regression
EMNLP 2013
A Dynamic Relational Infinite Feature Model for Longitudinal Social Networks
AISTATS 2011
Revisiting MAP Estimation, Message Passing and Perfect Graphs
AISTATS 2011