Arun Kumar

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University of Minnesota ∙ University of Colorado Boulder ∙ ibm ∙ Indian Institute of Technology Ropar ∙ University of California, San Diego

Fractional Poisson Processes of Order K

In this article, we introduce and study time- and space-fractional Poiss...
08/13/2020 ∙ by Neha Gupta, et al. ∙ 0 ∙ share

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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...
05/16/2020 ∙ by Arun Kumar, et al. ∙ 0 ∙ share

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Morphological Segmentation Inside-Out

Morphological segmentation has traditionally been modeled with non-hiera...
11/12/2019 ∙ by Ryan Cotterell, et al. ∙ 0 ∙ share

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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...
10/02/2019 ∙ by Supreeth Shastri, et al. ∙ 0 ∙ share

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Predicting Eating Events in Free Living Individuals -- A Technical Report

This technical report records the experiments of applying multiple machi...
08/14/2019 ∙ by Jiayi Wang, et al. ∙ 2 ∙ share

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SysML: The New Frontier of Machine Learning Systems

Machine learning (ML) techniques are enjoying rapidly increasing adoptio...
03/29/2019 ∙ by Alexander Ratner, et al. ∙ 0 ∙ share

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Belief dynamics extraction

Animal behavior is not driven simply by its current observations, but is...
02/02/2019 ∙ by Arun Kumar, et al. ∙ 0 ∙ share

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Document Structure Measure for Hypernym discovery

Hypernym discovery is the problem of finding terms that have is-a relati...
11/30/2018 ∙ by Aswin Kannan, et al. ∙ 0 ∙ share

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Fine Grained Classification of Personal Data Entities

Entity Type Classification can be defined as the task of assigning categ...
11/23/2018 ∙ by Riddhiman Dasgupta, et al. ∙ 0 ∙ share

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Temporal Proximity induces Attributes Similarity

Users consume their favorite content in temporal proximity of consumptio...
10/20/2018 ∙ by Arun Kumar, et al. ∙ 0 ∙ share

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Deep Domain Adaptation under Deep Label Scarcity

The goal behind Domain Adaptation (DA) is to leverage the labeled exampl...
09/20/2018 ∙ by Amar Prakash Azad, et al. ∙ 0 ∙ share

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Fractional Risk Process in Insurance

Important models in insurance, for example the Carmér--Lundberg theory a...
08/23/2018 ∙ by Arun Kumar, et al. ∙ 0 ∙ share

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Bipedal Walking Robot using Deep Deterministic Policy Gradient

Machine learning algorithms have found several applications in the field...
07/16/2018 ∙ by Arun Kumar, et al. ∙ 0 ∙ share

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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...
05/26/2018 ∙ by Lingjiao Chen, et al. ∙ 0 ∙ share

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In-RDBMS Hardware Acceleration of Advanced Analytics

The data revolution is fueled by advances in several areas, including da...
01/08/2018 ∙ by Divya Mahajan, et al. ∙ 0 ∙ share

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Dialogue Act Sequence Labeling using Hierarchical encoder with CRF

Dialogue Act recognition associate dialogue acts (i.e., semantic labels)...
09/13/2017 ∙ by Harshit Kumar, et al. ∙ 0 ∙ share

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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...
02/22/2017 ∙ by Fengan Li, et al. ∙ 0 ∙ share

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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...
06/15/2016 ∙ by Xi Wu, et al. ∙ 0 ∙ share

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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...
08/21/2012 ∙ by Joe Hellerstein, et al. ∙ 0 ∙ share

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Arun Kumar

Featured Co-authors

Michael I. Jordan

Hinrich Schütze

Dawn Song

Ce Zhang

Christopher Ré

Ryan Cotterell

Martin Jaggi

Joseph E. Gonzalez

Jing Li

Andrew Gordon Wilson

Song Han

Fractional Poisson Processes of Order K

A Methodology to Assess the Human Factors Associated with Lunar Teleoperated Assembly Tasks

Morphological Segmentation Inside-Out

Understanding and Benchmarking the Impact of GDPR on Database Systems

Predicting Eating Events in Free Living Individuals -- A Technical Report

SysML: The New Frontier of Machine Learning Systems

Belief dynamics extraction

Document Structure Measure for Hypernym discovery

Fine Grained Classification of Personal Data Entities

Temporal Proximity induces Attributes Similarity

Deep Domain Adaptation under Deep Label Scarcity

Fractional Risk Process in Insurance

Bipedal Walking Robot using Deep Deterministic Policy Gradient

Model-based Pricing for Machine Learning in a Data Marketplace

In-RDBMS Hardware Acceleration of Advanced Analytics

Dialogue Act Sequence Labeling using Hierarchical encoder with CRF

When Lempel-Ziv-Welch Meets Machine Learning: A Case Study of Accelerating Machine Learning using Coding

Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics

The MADlib Analytics Library or MAD Skills, the SQL