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A Dataset and Baseline for e-commerce Product categorization
Author: Author: Yiu-Chang Lin, Pradipto Das, Andrew Trotman, Surya Kallumadi
ICTIR - 2019 ACM SIGIR International Conference on the Theory of Information open new tab
Sep 2019
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Research Areas : #Language Program #Machine Learning
Tags : #Machine Learning #Natural Language Processing
Careers : Positions
DBA: Dynamic Multi-Arm Bandit Algorithm
Author: Sadegh Nobari
AAAI 2019 open new tab
Jul 2019
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Research Areas : #Machine Learning
Tags : #Deep reinforcement learning #Machine Learning
Careers : Positions
A Block Coordinate Descent Proximal Method for Simultaneous Filtering and Parameter Estimation
Author: Ramin Raziperchikolaei, Harish S. Bhat (University of Utah)
ICML 2019 (International Conference on Machine Learning) open new tab
May 2019
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Research Areas : #Machine Learning #Others
Tags : #Machine Learning #Statistics
Careers : Positions
Non-linear Pattern Matching with Backtracking for Non-free Data Types
Author: Satoshi Egi, Yuichi Nishiwaki
APLAS 2018, 3—23 open new tab
Oct 2018
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Research Areas : #Machine Learning
Tags : #Machine Learning
Careers : Positions
Dense ByNet: Residual Dense Network for Image Super-Resolution
Author: Jiu Xu, Yeongnam Chae, Bjorn Stenger, Ankur Datta
2018 IEEE International Conference on Image Processing (IEEE ICIP 2018) open new tab
Oct 2018
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Research Areas : #Machine Learning #Vision Program
Tags : #Computer Vision #Machine Learning #Multimedia Processing
Careers : Positions
Loop Patterns: Extension of Kleene Star Operator for More Powerful Pattern Matching against Arbitrary Data Structures
Author: Satoshi Egi
Scheme and Functional Programming Workshop 2018 open new tab
Sep 2018
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Research Areas : #Machine Learning
Tags : #Machine Learning
Careers : Positions
Fast Converging Multi-armed Bandit Optimization using Probabilistic Graphical Model
Author: Chen Zhao, Kohei Watanabe, Bin Yang, Yu Hirate
PAKDD 2018 : The 22nd Pacific-Asia Conference on Knowledge Discovery and Data Mining open new tab
Jun 2018
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Research Areas : #Machine Learning
Tags : #Deep reinforcement learning #Machine Learning
Careers : Positions
Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models
Author: Yandi Xia, Aaron Levine, Pradipto Das, Giuseppe Di Fabbrizio, Keiji Shinzato, Ankur Datta
In Proceedings of EACL 2017, the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL), pp.663-668, 2017. open new tab
Dec 2017
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Research Areas : #Language Program #Machine Learning
Tags : #Machine Learning #Natural Language Processing
Careers : Positions
Hyperparameter Selection under Localized Label Noise via Corrupt Validation
Author: David Inouye, Pradeep Ravikumar, Pradipto Das, Ankur Datta
NIPS 2017 Workshop on Learning with Limited Labeled Data open new tab
Dec 2017
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Research Areas : #Machine Learning
Tags : #Machine Learning
Careers : Positions
Query Segmentation via RNN Encoder-Decoder Framework
Author: Yiu-Chang Lin, Giuseppe Di Fabbrizio and Ankur Datta
In Proceedings of SIGIR 2017 eCom, Tokyo, Japan, August 2017, 5 pages. open new tab
Aug 2017
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Research Areas : #Machine Learning
Tags : #Machine Learning
Careers : Positions
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