Sciweavers

2914 search results - page 50 / 583
» Learning and Inference with Constraints
Sort
View
137
Voted
CVPR
2010
IEEE
15 years 11 months ago
Naming People from Dialog: Temporal Grouping and Weak Supervision
We address the character identification problem in movies and television videos: assigning names to faces on the screen. Most prior work on person recognition in video assumes s...
Timothee Cour, Benjamin Sapp, Akash Nagle, Ben Tas...
168
Voted
AAAI
2011
14 years 3 months ago
Mean Field Inference in Dependency Networks: An Empirical Study
Dependency networks are a compelling alternative to Bayesian networks for learning joint probability distributions from data and using them to compute probabilities. A dependency ...
Daniel Lowd, Arash Shamaei
106
Voted
AMAI
2004
Springer
15 years 8 months ago
Learning via Finitely Many Queries
This work introduces a new query inference model that can access data and communicate with a teacher by asking finitely many boolean queries in a language L. In this model the pa...
Andrew C. Lee
147
Voted
ICGI
2010
Springer
15 years 4 months ago
Generalizing over Several Learning Settings
We recapitulate regular one-shot learning from membership and equivalence queries, positive and negative finite data. We present a meta-algorithm that generalizes over as many sett...
Anna Kasprzik
AAAI
2007
15 years 5 months ago
Generating and Solving Logic Puzzles through Constraint Satisfaction
Solving logic puzzles has become a very popular past-time, particularly since the Sudoku puzzle started appearing in newspapers all over the world. We have developed a puzzle gene...
Barry O'Sullivan, John Horan