246 search results - page 29 / 50 » Learning to Predict Rare Events in Event Sequences |
ACL
2006
13 years 9 months ago
2006
This paper investigates a machine learning approach for temporally ordering and anchoring events in natural language texts. To address data sparseness, we used temporal reasoning ...
NAACL
2004
13 years 9 months ago
2004
The regular occurrence of disfluencies is a distinguishing characteristic of spontaneous speech. Detecting and removing such disfluencies can substantially improve the usefulness ...
ICPP
2007
IEEE
14 years 2 months ago
2007
IEEE
The demand for more computational power in science and engineering has spurred the design and deployment of ever-growing cluster systems. Even though the individual components use...
ICASSP
2008
IEEE
14 years 2 months ago
2008
IEEE
This paper investigates a class of learning problems called learning satisfiability (LSAT) problems, where the goal is to learn a set in the input (feature) space that satisfies...
AIIDE
2008
13 years 10 months ago
2008
We introduce the ALeRT (Action-dependent Learning Rates with Trends) algorithm that makes two modifications to the learning rate and one change to the exploration rate of traditio...