activity
20102017
most citedActive Learning from Imperfect Labelers

35 citations · 48 across the 9 of their papers we have counts for

collaborators

9 papers

math.OC20171 cited

Heavy Traffic Queue Length Behavior in Switches with Reconfiguration Delay

Chang-Heng Wang, Siva Theja Maguluri, Tara Javidi

Optical switches have been drawing attention due to their large data bandwidth and low power consumption. However, scheduling policies need to account for the schedule reconfigurat…

cs.IT2016

Searching with Measurement Dependent Noise

Yonatan Kaspi, Ofer Shayevitz, Tara Javidi

Consider a target moving at a constant velocity on a unit-circumference circle, starting at an arbitrary location. To acquire the target, any region of the circle can be probed to…

cs.CV20169 cited

Fully-adaptive Feature Sharing in Multi-Task Networks with Applications in Person Attribute Classification

Yongxi Lu, Abhishek Kumar, Shuangfei Zhai +3

Multi-task learning aims to improve generalization performance of multiple prediction tasks by appropriately sharing relevant information across them. In the context of deep neural…

cs.LG201635 cited

Active Learning from Imperfect Labelers

Songbai Yan, Kamalika Chaudhuri, Tara Javidi

We study active learning where the labeler can not only return incorrect labels but also abstain from labeling. We consider different noise and abstention conditions of the labeler…

cs.IT20161 cited

Mobile Relays for Smart Cities: Mathematical Proofs

Tugcan Aktas, Giorgio Quer, Tara Javidi +1

The increasing number of connected vehicles in densely populated urban areas provides an interesting opportunity to counteract the high wireless data demands in high density and hi…

cs.IT2014

Searching with Measurement Dependent Noise

Yonatan Kaspi, Ofer Shayevitz, Tara Javidi

Consider a target moving with a constant velocity on a unit-circumference circle, starting from an arbitrary location. To acquire the target, any region of the circle can be probed…