4 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2014★ 4 cited
Hot Swapping for Online Adaptation of Optimization Hyperparameters
Kevin Bache, Dennis DeCoste, Padhraic Smyth
We describe a general framework for online adaptation of optimization hyperparameters by `hot swapping' their values during learning. We investigate this approach in the context of…
cs.CV2014★ 1 cited
Fast Approximate Matching of Cell-Phone Videos for Robust Background Subtraction
Raffay Hamid, Atish Das Sarma, Dennis DeCoste +1
We identify a novel instance of the background subtraction problem that focuses on extracting near-field foreground objects captured using handheld cameras. Given two user-generate…