73 citations · 272 across the 33 of their papers we have counts for
Showing 2015Show all
3 papers · 1 filter
stat.ML2015★ 10 cited
Adaptive Algorithms for Online Convex Optimization with Long-term Constraints
Rodolphe Jenatton, Jim Huang, Cédric Archambeau
We present an adaptive online gradient descent algorithm to solve online convex optimization problems with long-term constraints , which are constraints that need to be satisfied w…
stat.ML2015★ 1 cited
Incremental Variational Inference for Latent Dirichlet Allocation
Cedric Archambeau, Beyza Ermis
We introduce incremental variational inference and apply it to latent Dirichlet allocation (LDA). Incremental variational inference is inspired by incremental EM and provides an al…
cs.CL2015
Online Inference for Relation Extraction with a Reduced Feature Set
Maxim Rabinovich, Cédric Archambeau
Access to web-scale corpora is gradually bringing robust automatic knowledge base creation and extension within reach. To exploit these large unannotated---and extremely difficult…