MIT Class of 2010
|Semantic Link||Automatically find related words using a statistical analysis of the English Wikipedia|
|AutoCorpus||Natural language corpora and language models from large public datasets|
|PetaBricks||Program autotuning for multicores and the cloud|
|Scheme Power Tools||Native monads, pattern matching and generic operator dispatch in Scheme|
|Strong GP||Extensible, strongly-typed Genetic Programming in Haskell|
|Medical Records De-Identifier||Automatic de-identification of electronic medical records via Machine Learning|
|Last.fm Music Recommender||Matrix factorization for recommending music|
M. Pacula, J. Ansel, S. Amarasinghe, U.M. O'Reilly. Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection. European Conference on the Applications of Evolutionary Computation (EvoApplications 2012). Malága, Spain. April 2012.
J. Ansel, M. Pacula, S. Amarasinghe, U.M. O'Reilly. An Efficient Evolutionary Algorithm for Solving Incrementally Structured Problems. Annual Conference on Genetic and Evolutionary Computation (GECCO'11). Dublin, Ireland. July 2011.
M. Pacula. Evolutionary algorithms for compiler-enabled program autotuning. Master's thesis. Massachusetts Institute of Technology. Cambridge, MA. May 2011.