159 search results - page 2 / 32 » Incremental One-Class Learning with Bounded Computational Co... |
STOC
1993
ACM
13 years 10 months ago
1993
ACM
Abstract. It is shown that high-order feedforward neural nets of constant depth with piecewisepolynomial activation functions and arbitrary real weights can be simulated for Boolea...
AIPS
2004
13 years 7 months ago
2004
Resource envelopes provide the tightest exact bounds on the resource consumption and production caused by all possible executions of a temporally flexible plan. We present a new c...
POPL
2009
ACM
14 years 6 months ago
2009
ACM
This paper describes an inter-procedural technique for computing symbolic bounds on the number of statements a procedure executes in terms of its scalar inputs and user-defined qu...
TCS
1998
13 years 5 months ago
1998
JMLR
2012
11 years 8 months ago
2012
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...