Computer Science and Artificial Intelligence Lab (CSAIL): Recent submissions
Now showing items 202-204 of 3794
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Noise Tolerant Algorithms for Learning and Searching
(1995-02)We consider the problem of developing robust algorithms which cope with noisy data. In the Probably Approximately Correct model of machine learning, we develop a general technique which allows nearly all PAC learning ... -
Quantitative Performance Modeling of Scientific Computations
(1995-05)The first part of the thesis demonstrates that the performance of programs can be predicted accurately, automatically, and rapidly using a method called benchmapping. The key aspects benchmapping are: automatic creation ... -
Reducing Synchronization Overhead in Parallel Simulation
(1995-05)Synchronization is often the dominant cost in conservative parallel simulation, particularly in simulations of parallel computers, in which low-latency simulated communication requires frequent synchronization. This thesis ...


