Search filters

List of works by Alexandros G. Dimakis

Experimental Design for Cost-Aware Learning of Causal Graphs ⬇️

Index Coding With Coded Side-Information ⬇️

article

Inverting Deep Generative models, One layer at a time ⬇️

Learning Distributions Generated by One-Layer ReLU Networks ⬇️

Leveraging Sparsity for Efficient Submodular Data Summarization ⬇️

scientific article published in January 2016

Model-Powered Conditional Independence Test ⬇️

scientific article published in January 2017

Network Coding for Distributed Storage Systems

article

Order-Optimal Consensus Through Randomized Path Averaging

Primal-Dual Block Generalized Frank-Wolfe ⬇️

Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes ⬇️

Reaching consensus in wireless networks with probabilistic broadcast

scientific article published in September 2009

Single Pass PCA of Matrix Products ⬇️

scientific article published in January 2016

Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models ⬇️

Streaming Weak Submodularity: Interpreting Neural Networks on the Fly ⬇️

scientific article published in January 2017

The Impact of Mobility on Gossip Algorithms

article

The Robust Manifold Defense: Adversarial Training using Generative Models ⬇️

scientific article published on 26 December 2017

Paulina is supported by:

About Paulina

Help