ML
2016
ACM
8 years 7 months ago
2016
ACM
Markov logic networks (MLNs) are a well-known statistical relational learning formalism that combines Markov networks with first-order logic. MLNs attach weights to formulas in ...
ML
2016
ACM
8 years 7 months ago
2016
ACM
Abstract. In this work, we lower bound the individual sequence anytime regret of a large family of online algorithms. This bound depends on the quadratic variation of the sequence,...
ML
2016
ACM
8 years 7 months ago
2016
ACM
Abstract The accurate and early detection of epileptic seizures in continuous electroencephalographic (EEG) data has a growing role in the management of patients with epilepsy. Ear...
ML
2016
ACM
8 years 7 months ago
2016
ACM
We propose a novel class of kernels to identify tactical patterns in multi-trajectory data such as soccer games. Formally, we introduce a group of R-convolution kernels called Spa...