219 citations · 1.8k across the 99 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013★ 2 cited
Approximating the Bethe partition function
Adrian Weller, Tony Jebara
When belief propagation (BP) converges, it does so to a stationary point of the Bethe free energy , and is often strikingly accurate. However, it may converge only to a local op…
cs.AI2013★ 7 cited
On MAP Inference by MWSS on Perfect Graphs
Adrian Weller, Tony S. Jebara
Finding the most likely (MAP) configuration of a Markov random field (MRF) is NP-hard in general. A promising, recent technique is to reduce the problem to finding a maximum weight…