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» The Complexity of Polynomial-Time Approximation
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IJCNN
2000
IEEE
15 years 11 months ago
Taxonomy of Neural Transfer Functions
The choice of transfer functions may strongly influence complexity and performance of neural networks used in classification and approximation tasks. A taxonomy of activation an...
Wlodzislaw Duch, Norbert Jankowski
ICRA
1993
IEEE
97views Robotics» more  ICRA 1993»
15 years 10 months ago
Task Space Velocity Blending for Real-Time Trajectory Generation
This paper presents a new velocity blending approach to the problem of task space trajectory generation. To compare this technique with others, a generalized formulation for task ...
Richard Volpe
COCO
1993
Springer
133views Algorithms» more  COCO 1993»
15 years 10 months ago
On Span Programs
We introduce a linear algebraic model of computation, the Span Program, and prove several upper and lower bounds on it. These results yield the following applications in complexit...
Mauricio Karchmer, Avi Wigderson
CAV
2007
Springer
122views Hardware» more  CAV 2007»
15 years 10 months ago
Parameterized Verification of Infinite-State Processes with Global Conditions
We present a simple and effective approximated backward reachability algorithm for parameterized systems with existentially and universally quantified global conditions. The indivi...
Parosh Aziz Abdulla, Giorgio Delzanno, Ahmed Rezin...
COLT
2004
Springer
15 years 10 months ago
The Budgeted Multi-armed Bandit Problem
straction of the following scenarios: choosing from among a set of alternative treatments after a fixed number of clinical trials, determining the best parameter settings for a pro...
Omid Madani, Daniel J. Lizotte, Russell Greiner