1080 search results - page 66 / 216 » Hedging predictions in machine learning |
177
click to vote
INTENV
2010
14 years 11 months ago
2010
In the past decade, smart home environment research has found application in many areas, such as activity recognition, visualization, and automation. However, less attention has be...
134
click to vote
ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
We consider the problem of estimating the policy gradient in Partially Observable Markov Decision Processes (POMDPs) with a special class of policies that are based on Predictive ...
130
click to vote
ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
Supervised topic models utilize document's side information for discovering predictive low dimensional representations of documents; and existing models apply likelihoodbased...
149
click to vote
BIBM
2010
IEEE
15 years 1 months ago
2010
IEEE
The emergence of data rich domains has led to an exponential growth in the size and number of data repositories, offering exciting opportunities to learn from the data using machin...
125
click to vote
CORR
2002
Springer
15 years 4 months ago
2002
Springer
Research on bias in machine learning algorithms has generally been concerned with the impact of bias on predictive accuracy. We believe that there are other factors that should al...