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All publications by Kunle Olukotun
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Global Convergence of Stochastic Gradient Descent for Some Non-convex Matrix Problems
Christopher D. Sa, Christopher Re and Kunle Olukotun
Proceedings of the 32nd International Conference on Machine Learning (ICML-15), 2015


Rapidly Mixing Gibbs Sampling for a Class of Factor Graphs Using Hierarchy Width
Christopher Sa, Ce Zhang, Kunle Olukotun and Christopher Ré
Advances in Neural Information Processing Systems 28, 2015


Taming the Wild: A Unified Analysis of Hogwild-Style Algorithms
Christopher Sa, Ce Zhang, Kunle Olukotun, Christopher Ré and Christopher Ré
Advances in Neural Information Processing Systems 28, 2015


Utilizing Static Analysis and Code Generation to Accelerate Neural Networks
Lawrence Mcafee and Kunle Olukotun
Proceedings of the 29th International Conference on Machine Learning (ICML-12), 2012


OptiML: An Implicitly Parallel Domain-Specific Language for Machine Learning
Arvind Sujeeth, Hyoukjoong Lee, Kevin Brown, Tiark Rompf, Hassan Chafi, Michael Wu, Anand Atreya, Martin Odersky and Kunle Olukotun
Proceedings of the 28th International Conference on Machine Learning (ICML-11), 2011


Map-Reduce for Machine Learning on Multicore
Cheng-tao Chu, Sang K. Kim, Yi-an Lin, Yuanyuan Yu, Gary Bradski, Kunle Olukotun and Andrew Y. Ng
Advances in Neural Information Processing Systems 19, 2006


The Information-Form Data Association Filter
Brad Schumitsch, Sebastian Thrun, Gary Bradski and Kunle Olukotun
Advances in Neural Information Processing Systems 18, 2005