AAAI

Combined Reinforcement Learning via Abstract Representations

Vincent François-Lavet, Yoshua Bengio, Doina Precup, Joelle Pineau

Comments Accepted to the Thirty-Third AAAI Conference On Artificial Intelligence, 2019

Unsupervised Domain Adaptation Based on Source-guided Discrepancy

Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao, Junya Honda, Issei Sato, Masashi Sugiyama

Comments To appear in AAAI-19

Improving Neural Question Generation using Answer Separation

Yanghoon Kim, Hwanhee Lee, Joongbo Shin, Kyomin Jung

Comments The paper is accepted to AAAI 2019

Wasserstein Soft Label Propagation on Hypergraphs: Algorithm and Generalization Error Bounds

Tingran Gao, Shahab Asoodeh, Yi Huang, James Evans

Comments To appear in Proc. AAAI'19

"Bilingual Expert" Can Find Translation Errors

Kai Fan, Jiayi Wang, Bo Li, Fengming Zhou, Boxing Chen, Luo Si

Comments Accepted to AAAI 2019

Multi-Level Deep Cascade Trees for Conversion Rate Prediction in Recommendation System

Hong Wen, Jing Zhang, Quan Lin, Keping Yang, Pipei Huang

Comments 8 pages, 5 figures, To appear in AAAI'2019

Learning the Joint Representation of Heterogeneous Temporal Events for Clinical Endpoint Prediction

Luchen Liu, Jianhao Shen, Ming Zhang, Zichang Wang, Jian Tang

Comments 8 pages, this paper has been accepted by AAAI 2018

Latent Multi-task Architecture Learning

Sebastian Ruder, Joachim Bingel, Isabelle Augenstein, Anders Søgaard

Comments To appear in Proceedings of AAAI 2019

Exploring Gameplay With AI Agents

Fernando de Mesentier Silva, Igor Borovikov, John Kolen, Navid Aghdaie, Kazi Zaman

Comments 8 pages, 5 images. Published on The 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment

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

Wissam J. Baddar, Yong Man Ro

Comments Accepted in AAAI-19

Adversarial Unsupervised Representation Learning for Activity Time-Series

Karan Aggarwal, Shafiq Joty, Luis Fernandez-Luque, Jaideep Srivastava

Comments Accepted at AAAI'19. arXiv admin note: text overlap with arXiv:1712.09527

Learning to Solve NP-Complete Problems - A Graph Neural Network for Decision TSP

Marcelo O. R. Prates, Pedro H. C. Avelar, Henrique Lemos, Luis Lamb, Moshe Vardi

Comments Accepted for presentation at AAAI 2019

A Bayesian Clearing Mechanism for Combinatorial Auctions

Gianluca Brero, Sébastien Lahaie

Comments 9 pages, 4 figures, AAAI-18

DeRPN: Taking a further step toward more general object detection

Lele Xie, Yuliang Liu, Lianwen Jin, Zecheng Xie

Comments 8pages, 4 figures, 6 tables, accepted to appear in AAAI 2019

Deep Interest Evolution Network for Click-Through Rate Prediction

Guorui Zhou, Na Mou, Ying Fan, Qi Pi, Weijie Bian, Chang Zhou, Xiaoqiang Zhu, Kun Gai

Comments 9 pages. Accepted by AAAI 2019

Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning

Hao Yu, Sen Yang, Shenghuo Zhu

Comments No change has been made on the technical proof since V1. V2 changes the title to emphasize its value in deep learning; polishes the writing; and adds numerical simulations. This version further corrects a few typos in V2 posted a few days ago. A short version of this paper is accepted to AAAI 2019

Biologically Motivated Algorithms for Propagating Local Target Representations

Alexander G. Ororbia, Ankur Mali

Comments Final version for AAAI (accepted paper)

A Knowledge-Grounded Neural Conversation Model

Marjan Ghazvininejad, Chris Brockett, Ming-Wei Chang, Bill Dolan, Jianfeng Gao, Wen-tau Yih, Michel Galley

Comments AAAI 2018 (9 pages)

Exploiting Class Learnability in Noisy Data

Matthew Klawonn, Eric Heim, James Hendler

Comments Accepted to AAAI 2019

Guiding the One-to-one Mapping in CycleGAN via Optimal Transport

Guansong Lu, Zhiming Zhou, Yuxuan Song, Kan Ren, Yong Yu

Comments The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)

Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference

Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji, Daisuke Bekki

Comments 9 pages, accepted to AAAI 2019

Depth Prediction Without the Sensors: Leveraging Structure for Unsupervised Learning from Monocular Videos

Vincent Casser, Soeren Pirk, Reza Mahjourian, Anelia Angelova

Comments Thirty-Third AAAI Conference on Artificial Intelligence (AAAI'19)

Cooperation Enforcement and Collusion Resistance in Repeated Public Goods Games

Kai Li, Dong Hao

Journal ref The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019)

Communication-Optimal Distributed Dynamic Graph Clustering

Chun Jiang Zhu, Tan Zhu, Kam-Yiu Lam, Song Han, Jinbo Bi

Comments Accepted and to appear in AAAI'19

Domain Agnostic Real-Valued Specificity Prediction

Wei-Jen Ko, Greg Durrett, Junyi Jessy Li

Comments AAAI 2019 camera ready

Journal ref The AAAI Conference on Artificial Intelligence 2019

When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation

Zhao Wang, Aron Culotta

Comments AAAI_2019

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

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

Comments The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)

Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing

Jill-Jênn Vie, Hisashi Kashima

Comments 8 pages, 3 figures, 7 tables, to appear at the 33th AAAI Conference on Artificial Intelligence (AAAI-19)

Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network

Xinhai Liu, Zhizhong Han, Yu-Shen Liu, Matthias Zwicker

Comments To be published in AAAI 2019

Learning to Embed Sentences Using Attentive Recursive Trees

Jiaxin Shi, Lei Hou, Juanzi Li, Zhiyuan Liu, Hanwang Zhang

Comments AAAI Conference of Artificial Intelligence, 2019