دنبال کردن
Arun Kumar
عنوان
نقل شده توسط
نقل شده توسط
سال
The MADlib analytics library: or MAD skills, the SQL‏
JM Hellerstein, C Ré, F Schoppmann, DZ Wang, E Fratkin, A Gorajek, ...‏
Proceedings of the VLDB Endowment 5 (12), 1700-1711, 2012‏
5462012
Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics‏
X Wu, F Li, A Kumar, K Chaudhuri, S Jha, J Naughton‏
ACM SIGMOD, 2017‏
2602017
Towards a unified architecture for in-RDBMS analytics‏
X Feng, A Kumar, B Recht, C Ré‏
SIGMOD 2012, 2012‏
2562012
Data Management in Machine Learning: Challenges, Techniques, and Systems‏
A Kumar, M Boehm, J Yang‏
SIGMOD Tutorial, 2017‏
1872017
Materialization optimizations for feature selection workloads‏
C Zhang, A Kumar, C Ré‏
SIGMOD 2014, 2014‏
1812014
Learning Generalized Linear Models Over Normalized Data‏
A Kumar, J Naughton, JM Patel‏
SIGMOD 2015, 2015‏
1792015
Model-based Pricing for Machine Learning in a Data Marketplace‏
L Chen, P Koutris, A Kumar‏
SIGMOD, 2019‏
159*2019
Model Selection Management Systems: The Next Frontier of Advanced Analytics‏
A Kumar, R McCann, J Naughton, JM Patel‏
SIGMOD Record, 2015‏
1542015
Brainwash: A Data System for Feature Engineering.‏
M Anderson, D Antenucci, V Bittorf, M Burgess, MJ Cafarella, A Kumar, ...‏
CIDR 2013, 2013‏
1532013
To Join or Not to Join? Thinking Twice about Joins before Feature Selection‏
A Kumar, J Naughton, JM Patel, X Zhu‏
SIGMOD 2016, 2016‏
1462016
Towards Linear Algebra over Normalized Data‏
L Chen, A Kumar, J Naughton, J Patel‏
VLDB, 2017‏
1072017
Hazy: Making it easier to build and maintain big-data analytics‏
A Kumar, F Niu, C Ré‏
Communications of the ACM 56 (3), 40-49, 2013‏
1042013
Understanding and Benchmarking the Impact of GDPR on Database Systems‏
S Shastri, V Banakar, M Wasserman, A Kumar, V Chidambaram‏
VLDB, 2020‏
922020
Cerebro: A Data System for Optimized Deep Learning Model Selection‏
S Nakandala, Y Zhang, A Kumar‏
VLDB, 2020‏
802020
Data Management in Machine Learning Systems‏
M Boehm, A Kumar, J Yang‏
742019
In-RDBMS Hardware Acceleration of Advanced Analytics‏
D Mahajan, JK Kim, J Sacks, A Ardalan, A Kumar, H Esmaeilzadeh‏
VLDB, 2018‏
602018
On reducing delay in mobile data collection based wireless sensor networks‏
AK Kumar, KM Sivalingam, A Kumar‏
Wireless networks 19 (3), 285-299, 2013‏
572013
Energy-efficient mobile data collection in wireless sensor networks with delay reduction using wireless communication‏
AK Kumar, KM Sivalingam‏
Communication Systems and Networks (COMSNETS), 2010 Second International …, 2010‏
542010
Enabling and Optimizing Non-linear Feature Interactions in Factorized Linear Algebra‏
S Li, L Chen, A Kumar‏
SIGMOD, 2019‏
492019
Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches‏
Y Zhang, F McQuillan, N Jayaram, N Kak, E Khanna, O Kislal, D Valdano, ...‏
VLDB, 2021‏
432021
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مقاله‌ها 1–20