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JMLR
2006
135views more  JMLR 2006»
15 years 4 months ago
Quantile Regression Forests
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional regression and classificatio...
Nicolai Meinshausen
NCA
2007
IEEE
15 years 4 months ago
A computational strategy exploiting genetic algorithms to recover color surface reflectance functions
—Information about the spectral reflectance of a color surface is useful in many applications. Assuming that reflectance functions can be adequately approximated by a linear comb...
Raimondo Schettini, Silvia Zuffi
EWSN
2011
Springer
14 years 8 months ago
Prediction Accuracy of Link-Quality Estimators
Abstract. The accuracy of link-quality estimators (LQE) is missioncritical in many application scenarios in wireless sensor networks (WSN), since the link-quality metric is used fo...
Christian Renner, Sebastian Ernst, Christoph Weyer...
STOC
2010
ACM
168views Algorithms» more  STOC 2010»
16 years 2 months ago
Non-commutative circuits and the sum-of-squares problem
We initiate a direction for proving lower bounds on the size of non-commutative arithmetic circuits. This direction is based on a connection between lower bounds on the size of no...
Pavel Hrubes, Avi Wigderson and Amir Yehudayoff
DSN
2007
IEEE
15 years 11 months ago
Emergent Structure in Unstructured Epidemic Multicast
In epidemic or gossip-based multicast protocols, each node simply relays each message to some random neighbors, such that all destinations receive it at least once with high proba...
Nuno Carvalho, José Pereira, Rui Carlos Oli...