Sciweavers

71 search results - page 1 / 15
» Testing Problems with Sub-Learning Sample Complexity
Sort
View
COLT
1998
Springer
13 years 9 months ago
Testing Problems with Sub-Learning Sample Complexity
Michael J. Kearns, Dana Ron
ICS
2010
Tsinghua U.
14 years 2 months ago
Space-Efficient Estimation of Robust Statistics and Distribution Testing
: The generic problem of estimation and inference given a sequence of i.i.d. samples has been extensively studied in the statistics, property testing, and learning communities. A n...
Steve Chien, Katrina Ligett, Andrew McGregor
ICALP
2009
Springer
14 years 5 months ago
External Sampling
We initiate the study of sublinear-time algorithms in the external memory model [14]. In this model, the data is stored in blocks of a certain size B, and the algorithm is charged...
Alexandr Andoni, Piotr Indyk, Krzysztof Onak, Roni...
ICRA
2005
IEEE
121views Robotics» more  ICRA 2005»
13 years 11 months ago
Distributed Sampling-Based Roadmap of Trees for Large-Scale Motion Planning
Abstract— High-dimensional problems arising from complex robotic systems test the limits of current motion planners and require the development of efficient distributed motion p...
Erion Plaku, Lydia E. Kavraki
STACS
2010
Springer
14 years 8 days ago
Quantum Algorithms for Testing Properties of Distributions
Abstract. Suppose one has access to oracles generating samples from two unknown probability distributions p and q on some N-element set. How many samples does one need to test whet...
Sergey Bravyi, Aram Wettroth Harrow, Avinatan Hass...