Leveraging Sparsity for Efficient Submodular Data Summarization. - Erik M. Lindgren; Shanshan Wu; Alexandros G. Dimakis (NIPS, 2016)

Exact MAP Inference by Avoiding Fractional Vertices. - Erik M. Lindgren; Alexandros G. Dimakis; Adam R. Klivans (ICML, 2017)

Experimental Design for Cost-Aware Learning of Causal Graphs. - Erik M. Lindgren; Murat Kocaoglu; Alexandros G. Dimakis; Sriram Vishwanath (NeurIPS, 2018)

Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems. - Erik M. Lindgren; Jay Whang; Alexandros G. Dimakis (CoRR, 2020)

Composing Normalizing Flows for Inverse Problems. - Jay Whang; Erik M. Lindgren; Alex Dimakis (ICML, 2021)