IJCAI

Explainable AI: Beware of Inmates Running the Asylum Or: How I Learnt to Stop Worrying and Love the Social and Behavioural Sciences

Tim Miller, Piers Howe, Liz Sonenberg

Comments IJCAI 2017 Workshop on Explainable Artificial Intelligence (XAI)

Change Detection in Multivariate Datastreams: Likelihood and Detectability Loss

Cesare Alippi, Giacomo Boracchi, Diego Carrera, Manuel Roveri

Journal ref Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI), 2016

Foundations of Declarative Data Analysis Using Limit Datalog Programs

Mark Kaminski, Bernardo Cuenca Grau, Egor V. Kostylev, Boris Motik, Ian Horrocks

Comments 23 pages; full version of a paper accepted at IJCAI-17; v2 fixes some typos and improves the acknowledgments

Integrating User and Agent Models: A Deep Task-Oriented Dialogue System

Weiyan Wang, Yuxiang WU, Yu Zhang, Zhongqi Lu, Kaixiang Mo, Qiang Yang

Comments 9 pages, 7 figures, it's a revised version of our previously attempted submission to IJCAI 2017

Finding Robust Solutions to Stable Marriage

Begum Genc, Mohamed Siala, Barry O'Sullivan, Gilles Simonin

Comments IJCAI 2017 proceedings

Recognizing Abnormal Heart Sounds Using Deep Learning

Jonathan Rubin, Rui Abreu, Anurag Ganguli, Saigopal Nelaturi, Ion Matei, Kumar Sricharan

Comments IJCAI 2017 Knowledge Discovery in Healthcare Workshop

The Hard Problems Are Almost Everywhere For Random CNF-XOR Formulas

Jeffrey M. Dudek, Kuldeep S. Meel, Moshe Y. Vardi

Comments Presented at The 26th International Joint Conference on Artificial Intelligence (IJCAI-17)

Convolutional Neural Networks for Sentiment Classification on Business Reviews

Andreea Salinca

Comments Published in Proceedings of IJCAI Workshop on Semantic Machine Learning, 5 pages

Journal ref Proceedings of IJCAI Workshop on Semantic Machine Learning (SML 2017): 35-39

Explainable Planning

Maria Fox, Derek Long, Daniele Magazzeni

Comments Presented at the IJCAI-17 workshop on Explainable AI (http://home.earthlink.net/~dwaha/research/meetings/ijcai17-xai/). Melbourne, August 2017

Adaptive Learning Rate via Covariance Matrix Based Preconditioning for Deep Neural Networks

Yasutoshi Ida, Yasuhiro Fujiwara, Sotetsu Iwamura

Comments Accepted at IJCAI 2017

A Deep Neural Network for Chinese Zero Pronoun Resolution

Qingyu Yin, Weinan Zhang, Yu Zhang, Ting Liu

Comments Accepted by IJCAI 2017

UAV and Service Robot Coordination for Indoor Object Search Tasks

Sandeep Konam, Stephanie Rosenthal, Manuela Veloso

Comments IJCAI-2016 Workshop on Autonomous Mobile Service Robots

Scalable Estimation of Dirichlet Process Mixture Models on Distributed Data

Ruohui Wang, Dahua Lin

Comments This paper is published on IJCAI 2017. https://www.ijcai.org/proceedings/2017/646

Integrating Specialized Classifiers Based on Continuous Time Markov Chain

Zhizhong Li, Dahua Lin

Comments Published at IJCAI-17, typo fixed

Interactive Attention Networks for Aspect-Level Sentiment Classification

Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang

Comments Accepted by IJCAI 2017

Coarse-to-Fine Lifted MAP Inference in Computer Vision

Haroun Habeeb, Ankit Anand, Mausam, Parag Singla

Comments Published in IJCAI 2017

Learning to Identify Ambiguous and Misleading News Headlines

Wei Wei, Xiaojun Wan

Comments Accepted by IJCAI 2017

Scaling Active Search using Linear Similarity Functions

Sibi Venkatesan, James K. Miller, Jeff Schneider, Artur Dubrawski

Comments To be published as conference paper at IJCAI 2017, 11 pages, 2 figures

Reinforcement Learning with a Corrupted Reward Channel

Tom Everitt, Victoria Krakovna, Laurent Orseau, Marcus Hutter, Shane Legg

Comments A shorter version of this report was accepted to IJCAI 2017 AI and Autonomy track

Training Group Orthogonal Neural Networks with Privileged Information

Yunpeng Chen, Xiaojie Jin, Jiashi Feng, Shuicheng Yan

Comments Proceedings of the IJCAI-17

General AI Challenge - Round One: Gradual Learning

Jan Feyereisl, Matej Nikl, Martin Poliak, Martin Stransky, Michal Vlasak

Comments Presented as keynote talk at IJCAI Workshop on Evaluating General-Purpose AI (EGPAI 2017)

SPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation

Chenwei Cai, Ruining He, Julian McAuley

Comments 7 pages, 6 figures, 3 tables, accepted to IJCAI 2017

Optimizing Gross Merchandise Volume via DNN-MAB Dynamic Ranking Paradigm

Yan Yan, Wentao Guo, Meng Zhao, Jinghe Hu, Weipeng P. Yan

Comments 7 pages, 7 figures, accepted by 'IJCAI-17 Workshop AI Applications in E-Commerce'

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Yao Qin, Dongjin Song, Haifeng Chen, Wei Cheng, Guofei Jiang, Garrison Cottrell

Comments International Joint Conference on Artificial Intelligence (IJCAI), 2017

Theoretic Analysis and Extremely Easy Algorithms for Domain Adaptive Feature Learning

Wenhao Jiang, Cheng Deng, Wei Liu, Feiping Nie, Fu-lai Chung, Heng Huang

Comments ijcai

Privacy Preserving Face Retrieval in the Cloud for Mobile Users

Xin Jin, Shiming Ge, Chenggen Song

Comments Abuse Preventive Data Mining (APDM2017, IJCAI Workshop), 19-25 August, 2017 Melbourne, Australia

Learning to Hallucinate Face Images via Component Generation and Enhancement

Yibing Song, Jiawei Zhang, Shengfeng He, Linchao Bao, Qingxiong Yang

Comments IJCAI 2017. Project page: http://www.cs.cityu.edu.hk/~yibisong/ijcai17_sr/index.html

Fast Preprocessing for Robust Face Sketch Synthesis

Yibing Song, Jiawei Zhang, Linchao Bao, Qingxiong Yang

Comments IJCAI 2017. Project page: http://www.cs.cityu.edu.hk/~yibisong/ijcai17_sketch/index.html

Learning Sparse Representations in Reinforcement Learning with Sparse Coding

Lei Le, Raksha Kumaraswamy, Martha White

Comments 6(+1) pages, 2 figures, International Joint Conference on Artificial Intelligence 2017

Boosted Zero-Shot Learning with Semantic Correlation Regularization

Te Pi, Xi Li, Zhongfei, Zhang

Comments 7 pages; IJCAI 2017