3517 search results - page 441 / 704 » Online Learning with Queries |
207
click to vote
FOCS
2009
IEEE
15 years 5 months ago
2009
IEEE
We give a new model of learning motivated by smoothed analysis (Spielman and Teng, 2001). In this model, we analyze two new algorithms, for PAC-learning DNFs and agnostically learn...
229
click to vote
ICGI
2010
Springer
15 years 4 months ago
2010
Springer
The Syntactic Concept Lattice is a residuated lattice based on the distributional structure of a language; the natural representation based on this is a context sensitive formalism...
203
click to vote
NIPS
2000
15 years 8 months ago
2000
It has long been known that lateral inhibition in neural networks can lead to a winner-take-all competition, so that only a single neuron is active at a steady state. Here we show...
237
click to vote
JAIR
2002
15 years 6 months ago
2002
The recursive least-squares (RLS) algorithm is one of the most well-known algorithms used in adaptive filtering, system identification and adaptive control. Its popularity is main...
223
click to vote
WWW
2011
ACM
15 years 2 months ago
2011
ACM
We investigate the problem of learning to rank for document retrieval from the perspective of learning with multiple objective functions. We present solutions to two open problems...