923 search results - page 74 / 185 » Requirements for Machine Lifelong Learning |
93
Voted
IJCAI
2007
15 years 2 months ago
2007
We present a general machine learning framework for modelling the phenomenon of missing information in data. We propose a masking process model to capture the stochastic nature of...
102
Voted
ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative e...
104
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Learning to fly an aircraft is a complex task that requires the development of control skills and goal achievement strategies. This paper presents a behavioural cloning system tha...
114
Voted
EVOW
1994
Springer
15 years 5 months ago
1994
Springer
The genetic programming (GP) paradigm is a new approach to inductively forming programs that describe a particular problem. The use of natural selection based on a fitness ]unction...
96
Voted
ECML
2007
Springer
15 years 7 months ago
2007
Springer
We introduce a modified Kalman filter that performs robust, real-time outlier detection, without the need for manual parameter tuning by the user. Systems that rely on high quali...