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Fractional Poisson Processes of Order K
In this article, we introduce and study time- and space-fractional Poiss...
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A Methodology to Assess the Human Factors Associated with Lunar Teleoperated Assembly Tasks
Low-latency telerobotics can enable more intricate surface tasks on extr...
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Morphological Segmentation Inside-Out
Morphological segmentation has traditionally been modeled with non-hiera...
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Understanding and Benchmarking the Impact of GDPR on Database Systems
The General Data Protection Regulation (GDPR) was introduced in Europe t...
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Predicting Eating Events in Free Living Individuals -- A Technical Report
This technical report records the experiments of applying multiple machi...
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SysML: The New Frontier of Machine Learning Systems
Machine learning (ML) techniques are enjoying rapidly increasing adoptio...
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Belief dynamics extraction
Animal behavior is not driven simply by its current observations, but is...
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Document Structure Measure for Hypernym discovery
Hypernym discovery is the problem of finding terms that have is-a relati...
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Fine Grained Classification of Personal Data Entities
Entity Type Classification can be defined as the task of assigning categ...
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Temporal Proximity induces Attributes Similarity
Users consume their favorite content in temporal proximity of consumptio...
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Deep Domain Adaptation under Deep Label Scarcity
The goal behind Domain Adaptation (DA) is to leverage the labeled exampl...
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Fractional Risk Process in Insurance
Important models in insurance, for example the Carmér--Lundberg theory a...
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Bipedal Walking Robot using Deep Deterministic Policy Gradient
Machine learning algorithms have found several applications in the field...
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Model-based Pricing for Machine Learning in a Data Marketplace
Data analytics using machine learning (ML) has become ubiquitous in scie...
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In-RDBMS Hardware Acceleration of Advanced Analytics
The data revolution is fueled by advances in several areas, including da...
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Dialogue Act Sequence Labeling using Hierarchical encoder with CRF
Dialogue Act recognition associate dialogue acts (i.e., semantic labels)...
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When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding
In this paper we study the use of coding techniques to accelerate machin...
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Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics
While significant progress has been made separately on analytics systems...
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The MADlib Analytics Library or MAD Skills, the SQL
MADlib is a free, open source library of in-database analytic methods. I...
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