NIPS Proceedingsβ

Alexandros G. Dimakis

9 Papers

  • Model-Powered Conditional Independence Test (2017)
  • Streaming Weak Submodularity: Interpreting Neural Networks on the Fly (2017)
  • Leveraging Sparsity for Efficient Submodular Data Summarization (2016)
  • Single Pass PCA of Matrix Products (2016)
  • Learning Causal Graphs with Small Interventions (2015)
  • Orthogonal NMF through Subspace Exploration (2015)
  • Sparse PCA via Bipartite Matchings (2015)
  • On the Information Theoretic Limits of Learning Ising Models (2014)
  • Sparse Polynomial Learning and Graph Sketching (2014)