3 citations · 4 across the 3 of their papers we have counts for
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cs.LG2021
Hybrid Generative Models for Two-Dimensional Datasets
Hoda Shajari, Jaemoon Lee, Sanjay Ranka +1
Two-dimensional array-based datasets are pervasive in a variety of domains. Current approaches for generative modeling have typically been limited to conventional image datasets an…
cs.LG2020★ 3 cited
A Unified Framework for Multiclass and Multilabel Support Vector Machines
Hoda Shajari, Anand Rangarajan
We propose a novel integrated formulation for multiclass and multilabel support vector machines (SVMs). A number of approaches have been proposed to extend the original binary SVM…
cs.LG2019
A Hidden Variables Approach to Multilabel Logistic Regression
Jaemoon Lee, Hoda Shajari
Multilabel classification is an important problem in a wide range of domains such as text categorization and music annotation. In this paper, we present a probabilistic model, Mult…