1.6k citations · 3.9k across the 64 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 3 cited
Probabilistic Zero-shot Classification with Semantic Rankings
Jihun Hamm, Mikhail Belkin
In this paper we propose a non-metric ranking-based representation of semantic similarity that allows natural aggregation of semantic information from multiple heterogeneous source…
cs.LG2015★ 3 cited
A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA
James Voss, Mikhail Belkin, Luis Rademacher
Independent Component Analysis (ICA) is a popular model for blind signal separation. The ICA model assumes that a number of independent source signals are linearly mixed to form th…
cs.LG2015★ 13 cited
Crowd-ML: A Privacy-Preserving Learning Framework for a Crowd of Smart Devices
Jihun Hamm, Adam Champion, Guoxing Chen +2
Smart devices with built-in sensors, computational capabilities, and network connectivity have become increasingly pervasive. The crowds of smart devices offer opportunities to col…