674 citations
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Showing 2015Show all
2 papers · 1 filter
cs.IT2015★ 2 cited
Critical Behavior and Universality Classes for an Algorithmic Phase Transition in Sparse Reconstruction
Mohammad Ramezanali, Partha P. Mitra, Anirvan M. Sengupta
Recovery of an -dimensional, -sparse solution from an -dimensional vector of measurements for multivariate linear regression can be accomplished…
cs.CL2015★ 626 cited
Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
Ankit Kumar, Ozan Irsoy, Peter Ondruska +6
Most tasks in natural language processing can be cast into question answering (QA) problems over language input. We introduce the dynamic memory network (DMN), a neural network arc…