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• Induction of Non-Monotonic Logic Programs to Explain Boosted Tree Models Using LIME

  Farhad Shakerin, Gopal Gupta

  3052-3059

  2019-07-17

• End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion

  Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou

  3060-3067

  2019-07-17

• Amalgamating Knowledge towards Comprehensive Classification

  Chengchao Shen, Xinchao Wang, Jie Song, Li Sun, Mingli Song

  3068-3075

  2019-07-17

• Iterated Belief Base Revision: A Dynamic Epistemic Logic Approach

  Marlo Souza, Álvaro Moreira, Renata Vieira

  3076-3083

  2019-07-17

• Safe Partial Diagnosis from Normal Observations

  Roni Stern, Brendan Juba

  3084-3091

  2019-07-17

• Reasoning over Streaming Data in Metric Temporal Datalog

  Przemysław Andrzej Wałęga, Mark Kaminski, Bernardo Cuenca Grau

  3092-3099

  2019-07-17

• TransGate: Knowledge Graph Embedding with Shared Gate Structure

  Jun Yuan, Neng Gao, Ji Xiang

  3100-3107

  2019-07-17

• Recursively Learning Causal Structures Using Regression-Based Conditional Independence Test

  Hao Zhang, Shuigeng Zhou, Chuanxu Yan, Jihong Guan, Xin Wang

  3108-3115

  2019-07-17

• Tracking Logical Difference in Large-Scale Ontologies: A Forgetting-Based Approach

  Yizheng Zhao, Ghadah Alghamdi, Renate A. Schmidt, Hao Feng, Giorgos Stoilos, Damir Juric, Mohammad Khodadadi

  3116-3124

  2019-07-17

• On Completing Sparse Knowledge Base with Transitive Relation Embedding

  Zili Zhou, Shaowu Liu, Guandong Xu, Wu Zhang

  3125-3132

  2019-07-17

• State Abstraction as Compression in Apprenticeship Learning

  David Abel, Dilip Arumugam, Kavosh Asadi, Yuu Jinnai, Michael L. Littman, Lawson L.S. Wong

  3134-3142

  2019-07-17

• An Exponential Tail Bound for the Deleted Estimate

  Karim Abou–Moustafa, Csaba Szepesvári

  3143-3150

  2019-07-17

• Model Learning for Look-Ahead Exploration in Continuous Control

  Arpit Agarwal, Katharina Muelling, Katerina Fragkiadaki

  3151-3158

  2019-07-17

• Character-Level Language Modeling with Deeper Self-Attention

  Rami Al-Rfou, Dokook Choe, Noah Constant, Mandy Guo, Llion Jones

  3159-3166

  2019-07-17

• Attacking Data Transforming Learners at Training Time

  Scott Alfeld, Ara Vartanian, Lucas Newman-Johnson, Benjamin I.P. Rubinstein

  3167-3174

  2019-07-17

• Hyperprior Induced Unsupervised Disentanglement of Latent Representations

  Abdul Fatir Ansari, Harold Soh

  3175-3182

  2019-07-17

• Adversarial Label Learning

  Chidubem Arachie, Bert Huang

  3183-3190

  2019-07-17

• Robust Negative Sampling for Network Embedding

  Mohammadreza Armandpour, Patrick Ding, Jianhua Huang, Xia Hu

  3191-3198

  2019-07-17

• Random Feature Maps for the Itemset Kernel

  Kyohei Atarashi, Subhransu Maji, Satoshi Oyama

  3199-3206

  2019-07-17

• High Dimensional Clustering with r-nets

  Georgia Avarikioti, Alain Ryser, Yuyi Wang, Roger Wattenhofer

  3207-3214

  2019-07-17

• Mode Variational LSTM Robust to Unseen Modes of Variation: Application to Facial Expression Recognition

  Wissam J. Baddar, Yong Man Ro

  3215-3223

  2019-07-17

• Enhanced Random Forest Algorithms for Partially Monotone Ordinal Classification

  Christopher Bartley, Wei Liu, Mark Reynolds

  3224-3231

  2019-07-17

• Online Learning from Data Streams with Varying Feature Spaces

  Ege Beyazit, Jeevithan Alagurajah, Xindong Wu

  3232-3239

  2019-07-17

• CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks

  Akhilan Boopathy, Tsui-Wei Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel

  3240-3247

  2019-07-17

• Deep Convolutional Sum-Product Networks

  Cory J. Butz, Jhonatan S. Oliveira, André E. dos Santos, André L. Teixeira

  3248-3255

  2019-07-17