275 citations · 624 across the 32 of their papers we have counts for
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cs.LG2017★ 6 cited
Approximate Supermodularity Bounds for Experimental Design
Luiz F. O. Chamon, Alejandro Ribeiro
This work provides performance guarantees for the greedy solution of experimental design problems. In particular, it focuses on A- and E-optimal designs, for which typical guarante…
cs.IT2017★ 140 cited
Greedy Sampling of Graph Signals
Luiz F. O. Chamon, Alejandro Ribeiro
Sampling is a fundamental topic in graph signal processing, having found applications in estimation, clustering, and video compression. In contrast to traditional signal processing…