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• Personalized Donor-Recipient Matching for Organ Transplantation

  Jinsung Yoon, Ahmed Alaa, Martin Cadeiras, Mihaela van der Schaar

  2017-02-12

• Causal Discovery Using Regression-Based Conditional Independence Tests

  Hao Zhang, Shuigeng Zhou, Kun Zhang, Jihong Guan

  2017-02-12

• Entropic Causal Inference

  Murat Kocaoglu, Alexandros Dimakis, Sriram Vishwanath, Babak Hassibi

  2017-02-12

• A Theoretical Analysis of First Heuristics of Crowdsourced Entity Resolution

  Arya Mazumdar, Barna Saha

  2017-02-12

• Winner Determination in Huge Elections with MapReduce

  Theresa Csar, Martin Lackner, Reinhard Pichler, Emanuel Sallinger

  2017-02-10

• From Semantic Models to Cognitive Buildings

  Joern Ploennigs, Anika Schumann

  2017-02-12

• Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images

  Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng Ann Heng

  2017-02-10

• Marrying Uncertainty and Time in Knowledge Graphs

  Melisachew Chekol, Giuseppe Pirrò, Joerg Schoenfisch, Heiner Stuckenschmidt

  2017-02-10

• Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition

  Chuang Gan, Ming Lin, Yi Yang, Gerard Melo, Alexander G. Hauptmann

  2016-03-05

• Video Semantic Clustering with Sparse and Incomplete Tags

  Jingya Wang, Xiatian Zhu, Shaogang Gong

  2016-03-05

• Efficient Spatio-Temporal Tactile Object Recognition with Randomized Tiling Convolutional Networks in a Hierarchical Fusion Strategy

  Lele Cao, Ramamohanarao Kotagiri, Fuchun Sun, Hongbo Li, Wenbing Huang, Zay Maung Maung Aye

  2016-03-05

• Joint Inference over a Lightly Supervised Information Extraction Pipeline: Towards Event Coreference Resolution for Resource-Scarce Languages

  Chen Chen, Vincent Ng

  2016-03-05

• Global Distant Supervision for Relation Extraction

  Xianpei Han, Le Sun

  2016-03-05

• Collective Supervision of Topic Models for Predicting Surveys with Social Media

  Adrian Benton, Michael Paul, Braden Hancock, Mark Dredze

  2016-03-05

• Minimally-Constrained Multilingual Embeddings via Artificial Code-Switching

  Michael Wick, Pallika Kanani, Adam Pocock

  2016-03-05

• An Efficient Time Series Subsequence Pattern Mining and Prediction Framework with an Application to Respiratory Motion Prediction

  Shouyi Wang, Kinming Kam, Cao Xiao, Stephen Bowen, Wanpracha Chaovalitwongse

  2016-03-02

• Incremental Stochastic Factorization for Online Reinforcement Learning

  Andre Barreto, Rafael Beirigo, Joelle Pineau, Doina Precup

  2016-02-21

• Marginalized Continuous Time Bayesian Networks for Network Reconstruction from Incomplete Observations

  Lukas Studer, Loic Paulevé, Christoph Zechner, Matthias Reumann, María Rodríguez Martínez, Heinz Koeppl

  2016-03-02

• Towards Safe Semi-Supervised Learning for Multivariate Performance Measures

  Yu-Feng Li, James Kwok, Zhi-Hua Zhou

  2016-02-21

• Accelerated Sparse Linear Regression via Random Projection

  Weizhong Zhang, Lijun Zhang, Rong Jin, Deng Cai, Xiaofei He

  2016-03-02

• Noise-Adaptive Margin-Based Active Learning and Lower Bounds under Tsybakov Noise Condition

  Yining Wang, Aarti Singh

  2016-03-02

• Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning

  Ying Wei, Yin Zhu, Cane Leung, Yangqiu Song, Qiang Yang

  2016-02-21

• Affinity Preserving Quantization for Hashing: A Vector Quantization Approach to Learning Compact Binary Codes

  Zhe Wang, Ling-Yu Duan, Tiejun Huang, Gao Wen

  2016-02-21

• Unsupervised Feature Selection by Heuristic Search with Provable Bounds on Suboptimality

  Hiromasa Arai, Crystal Maung, Ke Xu, Haim Schweitzer

  2016-02-21

• Fast Optimal Clearing of Capped-Chain Barter Exchanges

  Benjamin Plaut, John Dickerson, Tuomas Sandholm

  2016-02-21