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IJCAI
1997
13 years 6 months ago
A Study of Causal Discovery With Weak Links and Small Samples
Weak causal relationships and small sample size pose two significant difficulties to the automatic discovery of causal models from observational data. This paper examines the infl...
Honghua Dai, Kevin B. Korb, Chris S. Wallace, Xind...
WSC
1997
13 years 6 months ago
Simulation of Modern Parallel Systems: A CSIM-based Approach
Components of modern parallel systems are becoming quite complex with many features and variations. An integrated modeling of these components (interconnection network, messaging ...
Dhabaleswar K. Panda, Debashis Basak, Donglai Dai,...
ATAL
1997
Springer
13 years 9 months ago
Multi-Agent Coordination through Coalition Formation
Incorporating coalition formation algorithms into agent systems shall be advantageous due to the consequent increase in the overall quality of task performance. Coalition formatio...
Onn Shehory, Katia P. Sycara, Somesh Jha
ICPP
1997
IEEE
13 years 9 months ago
How Much Does Network Contention Affect Distributed Shared Memory Performance?
Most of recent research on distributed shared memory (DSM)systems have focused on either careful design of node controllersor cache coherenceprotocols. Whileevaluating these desig...
Donglai Dai, Dhabaleswar K. Panda
ICML
2007
IEEE
14 years 6 months ago
Boosting for transfer learning
Traditional machine learning makes a basic assumption: the training and test data should be under the same distribution. However, in many cases, this identicaldistribution assumpt...
Wenyuan Dai, Qiang Yang, Gui-Rong Xue, Yong Yu