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07/09/2023
A Novel Pipeline for Improving Optical Character Recognition through Post-processing Using Natural Language Processing
Optical Character Recognition (OCR) technology finds applications in dig...
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05/31/2023
Improving Expressivity of Graph Neural Networks using Localization
In this paper, we propose localized versions of Weisfeiler-Leman (WL) al...
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02/07/2022
Valid confidence intervals for μ, σ when there is only one observation available
Portnoy (2019) considered the problem of constructing an optimal confide...
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02/27/2021
Statistical Measures For Defining Curriculum Scoring Function
Curriculum learning is a training strategy that sorts the training examp...
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12/11/2020
Online Coresets for Clustering with Bregman Divergences
We present algorithms that create coresets in an online setting for clus...
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10/06/2020
On Additive Approximate Submodularity
A real-valued set function is (additively) approximately submodular if i...
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08/25/2020
Efficient Hierarchical Clustering for Classification and Anomaly Detection
We address the problem of large scale real-time classification of conten...
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07/28/2020
Scalable Estimation of Epidemic Thresholds via Node Sampling
Infectious or contagious diseases can be transmitted from one person to ...
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06/09/2020
On Coresets For Regularized Regression
We study the effect of norm based regularization on the size of coresets...
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06/01/2020
Streaming Coresets for Symmetric Tensor Factorization
Factorizing tensors has recently become an important optimization module...
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09/12/2018
Discovering Topical Interactions in Text-based Cascades using Hidden Markov Hawkes Processes
Social media conversations unfold based on complex interactions between ...
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11/30/2017
Improved Linear Embeddings via Lagrange Duality
Near isometric orthogonal embeddings to lower dimensions are a fundament...
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09/16/2015
An Improved Algorithm for Eye Corner Detection
In this paper, a modified algorithm for the detection of nasal and tempo...
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09/16/2015
SPECFACE - A Dataset of Human Faces Wearing Spectacles
This paper presents a database of human faces for persons wearing specta...
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06/16/2015
Evaluation of Denoising Techniques for EOG signals based on SNR Estimation
This paper evaluates four algorithms for denoising raw Electrooculograph...
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05/29/2015