IJCAI

Towards Providing Explanations for AI Planner Decisions

Rita Borgo, Michael Cashmore, Daniele Magazzeni

Comments Presented at the IJCAI/ECAI 2018 Workshop on Explainable Artificial Intelligence (XAI) (http://home.earthlink.net/~dwaha/research/meetings/faim18-xai). Stockholm, July 2018

Local Interpretable Model-agnostic Explanations of Bayesian Predictive Models via Kullback-Leibler Projections

Tomi Peltola

Comments Extended abstract/short paper, Proceedings of the 2nd Workshop on Explainable Artificial Intelligence (XAI 2018) at IJCAI/ECAI 2018

Refining Manually-Designed Symbol Grounding and High-Level Planning by Policy Gradients

Takuya Hiraoka, Takashi Onishi, Takahisa Imagawa, Yoshimasa Tsuruoka

Comments presented at the IJCAI-ICAI 2018 workshop on Learning & Reasoning (L&R 2018)

Anonymizing k-Facial Attributes via Adversarial Perturbations

Saheb Chhabra, Richa Singh, Mayank Vatsa, Gaurav Gupta

Comments Published in IJCAI-2018

Prosocial or Selfish? Agents with different behaviors for Contract Negotiation using Reinforcement Learning

Vishal Sunder, Lovekesh Vig, Arnab Chatterjee, Gautam Shroff

Comments Proceedings of the 11th International Workshop on Automated Negotiations (held in conjunction with IJCAI 2018)

Discrete Factorization Machines for Fast Feature-based Recommendation

Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu, Hanwang Zhang

Comments Appeared in IJCAI 2018

Chinese Poetry Generation with a Working Memory Model

Xiaoyuan Yi, Maosong Sun, Ruoyu Li, Zonghan Yang

Comments 7 pages, 3 figures, 4 tables, published in proceedings of IJCAI 2018

Journal ref In Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, pages 4553-4559, Stockholm, Sweden, 2018

Deep Learning Based Multi-modal Addressee Recognition in Visual Scenes with Utterances

Thao Minh Le, Nobuyuki Shimizu, Takashi Miyazaki, Koichi Shinoda

Comments Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence Main track. Pages 1546-1553

What can you do with a rock? Affordance extraction via word embeddings

Nancy Fulda, Daniel Ricks, Ben Murdoch, David Wingate

Comments 7 pages, 7 figures, 2 algorithms, data runs were performed using the Autoplay learning environment for interactive fiction

Journal ref Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI), Pages 1039-1045, 2017

A Unified Analysis of Stochastic Momentum Methods for Deep Learning

Yan Yan, Tianbao Yang, Zhe Li, Qihang Lin, Yi Yang

Comments Previous Technical Report: arXiv:1604.03257

Journal ref In IJCAI, pp. 2955-2961. 2018

Graph Capsule Convolutional Neural Networks

Saurabh Verma, Zhi-Li Zhang

Comments Accepted at Joint ICML and IJCAI Workshop on Computational Biology, Stockholm, Sweden, 2018

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

Yang He, Guoliang Kang, Xuanyi Dong, Yanwei Fu, Yi Yang

Comments Accepted to IJCAI 2018

Outer Product-based Neural Collaborative Filtering

Xiangnan He, Xiaoyu Du, Xiang Wang, Feng Tian, Jinhui Tang, Tat-Seng Chua

Comments IJCAI 2018

Reconciling Irrational Human Behavior with AI based Decision Making: A Quantum Probabilistic Approach

Sagar Uprety, Dawei Song

Comments Published at the Workshop on AI and Computational Psychology at IJCAI-ECAI 2018

A General Multi-agent Epistemic Planner Based on Higher-order Belief Change

Xiao Huang, Biqing Fang, Hai Wan, Yongmei Liu

Comments One of the authors think it's not appropriate to show this work there days. Then we discussed, we want submit a new work and this one together later

Journal ref IJCAI. (2017) 1093-1101

A Brand-level Ranking System with the Customized Attention-GRU Model

Yu Zhu, Junxiong Zhu, Jie Hou, Yongliang Li, Beidou Wang, Ziyu Guan, Deng Cai

Comments 7 pages, 6 figures, 3 tables. Published in IJCAI 2018. Make some figures and tables more clear

Journal ref International Joint Conferences on Artificial Intelligence, 2018: 3947-3953

Request-and-Reverify: Hierarchical Hypothesis Testing for Concept Drift Detection with Expensive Labels

Shujian Yu, Xiaoyang Wang, Jose C. Principe

Comments Published as a conference paper at IJCAI 2018

Journal ref Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (2018) 3033-3039

Improving Transferability of Deep Neural Networks

Parijat Dube, Bishwaranjan Bhattacharjee, Elisabeth Petit-Bois, Matthew Hill

Comments 15 pages, 11 figures, 2 tables, Workshop on Domain Adaptation for Visual Understanding (Joint IJCAI/ECAI/AAMAS/ICML 2018 Workshop) Keywords: deep learning, transfer learning, finetuning, deep neural network, experimental

Learning Plannable Representations with Causal InfoGAN

Thanard Kurutach, Aviv Tamar, Ge Yang, Stuart Russell, Pieter Abbeel

Comments ICML / IJCAI / AAMAS 2018 Workshop on Planning and Learning (PAL-18)

Contrastive Explanations for Reinforcement Learning in terms of Expected Consequences

Jasper van der Waa, Jurriaan van Diggelen, Karel van den Bosch, Mark Neerincx

Comments XAI workshop on the IJCAI conference 2018, Stockholm, Sweden

Journal ref IJCAI-18 Workshop on Explainable AI (XAI). Vol. 37. 2018

MOBA-Slice: A Time Slice Based Evaluation Framework of Relative Advantage between Teams in MOBA Games

Lijun Yu, Dawei Zhang, Xiangqun Chen, Xing Xie

Comments Computer Games Workshop at IJCAI 2018, Stockholm, Friday 13 July, 2018

Customer Sharing in Economic Networks with Costs

Bin Li, Dong Hao, Dengji Zhao, Tao Zhou

Comments Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. Main track. Pages 368-374. 2018

Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning

Michaela Regneri, Malte Hoffmann, Jurij Kost, Niklas Pietsch, Timo Schulz, Sabine Stamm

Comments 7 pages, presented as poster at IJCAI-ECAI Workshop on Explainable AI

Journal ref Proceedings of the 2nd Workshop on Explainable Artificial Intelligence (XAI 2018)

Payoff Control in the Iterated Prisoner's Dilemma

Dong Hao, Kai Li, Tao Zhou

Journal ref Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence. Main track. Pages 296-302. 2018

Explicating feature contribution using Random Forest proximity distances

Leanne S. Whitmore, Anthe George, Corey M. Hudson

Comments Presented at IJCAI/ECAI 2018 Workshop on Explainable Artificial Intelligence (XAI)

Explanations for Temporal Recommendations

Homanga Bharadhwaj, Shruti Joshi

Comments Accepted at the XAI Workshop in IJCAI/ECAI 2018

Journal ref Homanga Bharadhwaj and Shruti Joshi. "Explanations for Temporal Recommendations" IJCAI-18 Workshop on Explainable AI (XAI). 2018

An agent-based model of an endangered population of the Arctic fox from Mednyi Island

Angelina Brilliantova, Anton Pletenev, Liliya Doronina, Hadi Hosseini

Comments The AI for Wildlife Conservation (AIWC) Workshop at IJCAI 2018

Building Sparse Deep Feedforward Networks using Tree Receptive Fields

Xiaopeng Li, Zhourong Chen, Nevin L. Zhang

Comments International Joint Conference on Artificial Intelligence 2018

Improving DNN-based Music Source Separation using Phase Features

Joachim Muth, Stefan Uhlich, Nathanael Perraudin, Thomas Kemp, Fabien Cardinaux, Yuki Mitsufuji

Comments 7 pages, 9 figures, Joint Workshop on Machine Learning for Music at ICML, IJCAI/ECAI and AAMAS, 2018

Deep Reinforcement Learning in Ice Hockey for Context-Aware Player Evaluation

Guiliang Liu, Oliver Schulte

Comments This paper has been accepted by IJCAI 2018