AMPLab Publications

• CYCLADES: Conflict-free Asynchronous Machine Learning
• Perturbed Iterate Analysis for Asynchronous Stochastic Optimization
• Parallel Correlation Clustering on Big Graphs
• Parallel Double Greedy Submodular Maximization
• MLI: An API for Distributed Machine Learning
• Optimistic Concurrency Control for Distributed Unsupervised Learning