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COLT
2006
Springer
15 years 10 months ago
Maximum Entropy Distribution Estimation with Generalized Regularization
Abstract. We present a unified and complete account of maximum entropy distribution estimation subject to constraints represented by convex potential functions or, alternatively, b...
Miroslav Dudík, Robert E. Schapire
CASCON
1996
196views Education» more  CASCON 1996»
15 years 7 months ago
Monitoring overhead in distributed systems: visualization and estimation techniques
Monitoring distributed systems involves the collection, analysis, and display of interactions among managed objects. These functions are carried out by the components of a monitor...
Hasina Abdu, Hanan Lutfi Lutfiyya, Michael A. Baue...
DAGM
2010
Springer
15 years 6 months ago
Complex Motion Models for Simple Optical Flow Estimation
The selection of an optical flow method is mostly a choice from among accuracy, efficiency and ease of implementation. While variational approaches tend to be more accurate than lo...
Claudia Nieuwenhuis, Daniel Kondermann, Christoph ...
TEC
2008
118views more  TEC 2008»
15 years 6 months ago
RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm
Under mild conditions, it can be induced from the Karush-Kuhn-Tucker condition that the Pareto set, in the decision space, of a continuous multiobjective optimization problem is (m...
Qingfu Zhang, Aimin Zhou, Yaochu Jin
INFOCOM
2010
IEEE
15 years 4 months ago
Efficient Similarity Estimation for Systems Exploiting Data Redundancy
Many modern systems exploit data redundancy to improve efficiency. These systems split data into chunks, generate identifiers for each of them, and compare the identifiers among ot...
Kanat Tangwongsan, Himabindu Pucha, David G. Ander...