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03/13/2021
Supervised Learning in the Presence of Noise: Application in ICD-10 Code Classification
ICD coding is the international standard for capturing and reporting hea...
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02/18/2021
From Extreme Multi-label to Multi-class: A Hierarchical Approach for Automated ICD-10 Coding Using Phrase-level Attention
Clinical coding is the task of assigning a set of alphanumeric codes, re...
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10/05/2020
An Ensemble Approach to Automatic Structuring of Radiology Reports
Automatic structuring of electronic medical records is of high demand fo...
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11/15/2018
Pure-Exploration for Infinite-Armed Bandits with General Arm Reservoirs
This paper considers a multi-armed bandit game where the number of arms ...
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05/19/2018
Adaptively Pruning Features for Boosted Decision Trees
Boosted decision trees enjoy popularity in a variety of applications; ho...
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05/19/2018
Revealing the Basis: Ordinal Embedding Through Geometry
Ordinal Embedding places n objects into R^d based on comparisons such as...
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03/13/2018
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence
We consider the problem of near-optimal arm identification in the fixed ...
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02/16/2018
Measuring Human-perceived Similarity in Heterogeneous Collections
We present a technique for estimating the similarity between objects suc...
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05/01/2017