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Arun Kumar

Computer Science and Engineering, University of California San Diego, San Diego, USA

Hydra: A System for Large Multi-Model Deep Learning


Oct 23, 2021
Kabir Nagrecha, Arun Kumar

* 12 pages including references. Under submission at Conference on Systems and Machine Learning Foundation 

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A novel method of fuzzy time series forecasting based on interval index number and membership value using support vector machine


Oct 20, 2020
Kiran Bisht, Arun Kumar


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


May 16, 2020
Arun Kumar, Mason Bell, Benjamin Mellinkoff, Alex Sandoval, Wendy Bailey Martin, Jack Burns

* 2020 IEEE Aerospace Conference 

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Morphological Segmentation Inside-Out


Nov 12, 2019
Ryan Cotterell, Arun Kumar, Hinrich Schütze

* EMNLP 2016 

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


Aug 14, 2019
Jiayi Wang, Jiue-An Yang, Supun Nakandala, Arun Kumar, Marta M. Jankowska


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SysML: The New Frontier of Machine Learning Systems


May 01, 2019
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Jennifer Chayes, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konečný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Aparna Lakshmiratan, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Murray, Kunle Olukotun, Dimitris Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar


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Belief dynamics extraction


Feb 02, 2019
Arun Kumar, Zhengwei Wu, Xaq Pitkow, Paul Schrater


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Document Structure Measure for Hypernym discovery


Nov 30, 2018
Aswin Kannan, Shanmukha C Guttula, Balaji Ganesan, Hima P Karanam, Arun Kumar


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