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• Deep Hashing Network for Efficient Similarity Retrieval

  Han Zhu, Mingsheng Long, Jianmin Wang, Yue Cao

  2016-03-02

• Fast Lasso Algorithm via Selective Coordinate Descent

  Yasuhiro Fujiwara, Yasutoshi Ida, Hiroaki Shiokawa, Sotetsu Iwamura

  2016-02-21

• Accelerating Random Kaczmarz Algorithm Based on Clustering Information

  Yujun Li, Kaichun Mo, Haishan Ye

  2016-02-21

• Online Instrumental Variable Regression with Applications to Online Linear System Identification

  Arun Venkatraman, Wen Sun, Martial Hebert, J. Bagnell, Byron Boots

  2016-03-02

• Viral Clustering: A Robust Method to Extract Structures in Heterogeneous Datasets

  Vahan Petrosyan, Alexandre Proutiere

  2016-03-02

• Random Composite Forests

  Giulia DeSalvo, Mehryar Mohri

  2016-02-21

• Decentralized Approximate Bayesian Inference for Distributed Sensor Network

  Behnam Gholami, Sejong Yoon, Vladimir Pavlovic

  2016-02-21

• Maximum Margin Dirichlet Process Mixtures for Clustering

  Gang Chen, Haiying Zhang, Caiming Xiong

  2016-02-21

• Infinite Plaid Models for Infinite Bi-Clustering

  Katsuhiko Ishiguro, Issei Sato, Masahiro Nakano, Akisato Kimura, Naonori Ueda

  2016-02-21

• Bayesian Inference of Recursive Sequences of Group Activities from Tracks

  Ernesto Brau, Colin Dawson, Alfredo Carrillo, David Sidi, Clayton Morrison

  2016-02-21

• Learning Tractable Probabilistic Models for Fault Localization

  Aniruddh Nath, Pedro Domingos

  2016-02-21

• A Framework for Outlier Description Using Constraint Programming

  Chia-Tung Kuo, Ian Davidson

  2016-02-21

• Towards Domain Adaptive Vehicle Detection in Satellite Image by Supervised Super-Resolution Transfer

  Liujuan Cao, Rongrong Ji, Cheng Wang, Jonathan Li

  2016-02-21

• Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization

  Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu

  2016-02-21

• Learning to Appreciate the Aesthetic Effects of Clothing

  Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huanbo Luan, Chao Yan

  2016-02-21

• Learning with Marginalized Corrupted Features and Labels Together

  Yingming Li, Ming Yang, Zenglin Xu, Zhongfei Zhang

  2016-02-21

• Learning a Hybrid Architecture for Sequence Regression and Annotation

  Yizhe Zhang, Ricardo Henao, Lawrence Carin, Jianling Zhong, Alexander Hartemink

  2016-02-21

• Deep Contextual Networks for Neuronal Structure Segmentation

  Hao Chen, Xiao Qi, Jie Cheng, Pheng Heng

  2016-02-21

• Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks

  Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng Heng

  2016-02-21

• Bayesian Learning of Other Agents' Finite Controllers for Interactive POMDPs

  Alessandro Panella, Piotr Gmytrasiewicz

  2016-03-03

• Explaining Inconsistency-Tolerant Query Answering over Description Logic Knowledge Bases

  Meghyn Bienvenu, Camille Bourgaux, François Goasdoué

  2016-02-21

• Query Answering with Inconsistent Existential Rules under Stable Model Semantics

  Hai Wan, Heng Zhang, Peng Xiao, Haoran Huang, Yan Zhang

  2016-02-21

• Learning to Branch in Mixed Integer Programming

  Elias Khalil, Pierre Le Bodic, Le Song, George Nemhauser, Bistra Dilkina

  2016-02-21

• Nested Monte Carlo Search for Two-Player Games

  Tristan Cazenave, Abdallah Saffidine, Michael Schofield, Michael Thielscher

  2016-02-21

• Fast ADMM Algorithm for Distributed Optimization with Adaptive Penalty

  Changkyu Song, Sejong Yoon, Vladimir Pavlovic

  2016-02-21