13 citations · 29 across the 27 of their papers we have counts for
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cs.LG2020★ 4 cited
Truncated Linear Regression in High Dimensions
Constantinos Daskalakis, Dhruv Rohatgi, Manolis Zampetakis
As in standard linear regression, in truncated linear regression, we are given access to observations whose dependent variable equals $y_i= A_i^{\rm T} \cdot x^* + η…
cs.IT2020★ 3 cited
Constant-Expansion Suffices for Compressed Sensing with Generative Priors
Constantinos Daskalakis, Dhruv Rohatgi, Manolis Zampetakis
Generative neural networks have been empirically found very promising in providing effective structural priors for compressed sensing, since they can be trained to span low-dimensi…
math.CO2020
Regarding two conjectures on clique and biclique partitions
Dhruv Rohatgi, John C. Urschel, Jake Wellens
For a graph , let denote the minimum number of cliques of needed to cover the edges of exactly once. Similarly, let denote the minimum number of bicliq…