22 citations · 35 across the 3 of their papers we have counts for
3 papers
stat.ML2016★ 3 cited
Online optimization and regret guarantees for non-additive long-term constraints
Rodolphe Jenatton, Jim Huang, Dominik Csiba +1
We consider online optimization in the 1-lookahead setting, where the objective does not decompose additively over the rounds of the online game. The resulting formulation enables…
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…
cs.LG2012★ 22 cited
Cumulative distribution networks and the derivative-sum-product algorithm
Jim Huang, Brendan J. Frey
We introduce a new type of graphical model called a "cumulative distribution network" (CDN), which expresses a joint cumulative distribution as a product of local functions. Each l…