IJCAI - arXivDaily 期刊&会议

1908.04839 2019-08-15 cs.LG cs.AI

Local Score Dependent Model Explanation for Time Dependent Covariates

Xochitl Watts, Freddy Lecue

Comments Work accepted as full paper for presentation at XAI (Explainable AI) workshop at Twenty-Eighth International Joint Conference on Artificial Intelligence (IJCAI) 2019 in Macao, China - August 10-16, 2019

1902.09818 2019-08-15 cs.CV

Generative Visual Dialogue System via Adaptive Reasoning and Weighted Likelihood Estimation

Heming Zhang, Shalini Ghosh, Larry Heck, Stephen Walsh, Junting Zhang, Jie Zhang, C. -C. Jay Kuo

Comments IJCAI 2019

1806.10460 2019-08-15 cs.MA cs.CC cs.DS cs.GT

On Coalitional Manipulation for Multiwinner Elections: Shortlisting

Robert Bredereck, Andrzej Kaczmarczyk, Rolf Niedermeier

Comments An extended abstract of this work appeared in Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI-17), pp. 887-893, 2017

1907.03468 2019-08-14 cs.CL

Correct-and-Memorize: Learning to Translate from Interactive Revisions

Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen

Comments Accepted at IJCAI 2019

1905.13191 2019-08-14 cs.MA cs.GT

Ridesharing with Driver Location Preferences

Duncan Rheingans-Yoo, Scott Duke Kominers, Hongyao Ma, David C. Parkes

Comments 12 pages, 11 figures, IJCAI '19

1810.02424 2019-08-14 cs.LG stat.ML

Feature Prioritization and Regularization Improve Standard Accuracy and Adversarial Robustness

Chihuang Liu, Joseph JaJa

Comments IJCAI 2019

1906.09404 2019-08-13 cs.CL cs.IR

RLTM: An Efficient Neural IR Framework for Long Documents

Chen Zheng, Yu Sun, Shengxian Wan, Dianhai Yu

Comments Accepted by IJCAI 2019

1905.02506 2019-08-13 cs.CV cs.LG

Learning to Interpret Satellite Images in Global Scale Using Wikipedia

Burak Uzkent, Evan Sheehan, Chenlin Meng, Zhongyi Tang, Marshall Burke, David Lobell, Stefano Ermon

Comments Accepted to IJCAI 2019

1908.02723 2019-08-08 cs.LG cs.CV stat.ML

Advocacy Learning: Learning through Competition and Class-Conditional Representations

Ian Fox, Jenna Wiens

Comments Accepted IJCAI 2019

1908.01029 2019-08-06 cs.DS

An Efficient Evolutionary Algorithm for Minimum Cost Submodular Cover

Victoria G. Crawford

Comments To appear at IJCAI 2019

1908.01009 2019-08-06 cs.LG cs.DC cs.NA math.NA stat.ML

Scalable Bayesian Non-linear Matrix Completion

Xiangju Qin, Paul Blomstedt, Samuel Kaski

Comments 7 pages, 1 figures, 2 tables. The paper has been accepted for publication in the proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019)

1908.00249 2019-08-02 cs.CV cs.CL

Convolutional Auto-encoding of Sentence Topics for Image Paragraph Generation

Jing Wang, Yingwei Pan, Ting Yao, Jinhui Tang, Tao Mei

Comments IJCAI 2019

1907.13440 2019-08-01 cs.LG cs.AI cs.NE stat.ML

MineRL: A Large-Scale Dataset of Minecraft Demonstrations

William H. Guss, Brandon Houghton, Nicholay Topin, Phillip Wang, Cayden Codel, Manuela Veloso, Ruslan Salakhutdinov

Comments Accepted at IJCAI 2019, 7 pages, 6 figures. arXiv admin note: text overlap with arXiv:1904.10079

1907.12894 2019-07-31 cs.CL cs.LG

Reward Learning for Efficient Reinforcement Learning in Extractive Document Summarisation

Yang Gao, Christian M. Meyer, Mohsen Mesgar, Iryna Gurevych

Comments Accepted to IJCAI 2019

1907.12669 2019-07-31 cs.LG cs.AI cs.CY

The Challenge of Imputation in Explainable Artificial Intelligence Models

Muhammad Aurangzeb Ahmad, Carly Eckert, Ankur Teredesai

Comments The IJCAI-19 Workshop on Artificial Intelligence Safety

1907.12652 2019-07-31 cs.CY cs.AI cs.LG

How model accuracy and explanation fidelity influence user trust

Andrea Papenmeier, Gwenn Englebienne, Christin Seifert

Comments AI IJCAI Workshop on Explainable Artificial Intelligence (X-AI) 2019

1905.12729 2019-07-31 math.OC cs.CV stat.ML

Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization

Feihu Huang, Shangqian Gao, Songcan Chen, Heng Huang

Comments To Appear in IJCAI 2019. Supplementary materials are added

1907.11840 2019-07-30 cs.CV cs.LG

Learning Instance-wise Sparsity for Accelerating Deep Models

Chuanjian Liu, Yunhe Wang, Kai Han, Chunjing Xu, Chang Xu

Comments Accepted by IJCAI 2019

1907.11837 2019-07-30 cs.CV cs.LG eess.IV

Attribute Aware Pooling for Pedestrian Attribute Recognition

Kai Han, Yunhe Wang, Han Shu, Chuanjian Liu, Chunjing Xu, Chang Xu

Comments Accepted by IJCAI 2019

1907.10772 2019-07-26 cs.LG cs.AI stat.ML

Towards AutoML in the presence of Drift: first results

Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michele Sebag

Comments AutoML 2018 @ ICML/IJCAI-ECAI

1907.10323 2019-07-25 cs.LG cs.AI stat.ML

Fairness in Reinforcement Learning

Paul Weng

Comments Presented at the AI for Social Good Workshop at IJCAI 2019

1907.09748 2019-07-24 cs.CL cs.IR cs.LG

Position Focused Attention Network for Image-Text Matching

Yaxiong Wang, Hao Yang, Xueming Qian, Lin Ma, Jing Lu, Biao Li, Xin Fan

Comments Accepted by IJCAI 2019

1907.09697 2019-07-24 math.OC cs.LG stat.ML

Heavy-ball Algorithms Always Escape Saddle Points

Tao Sun, Dongsheng Li, Zhe Quan, Hao Jiang, Shengguo Li, Yong Dou

Comments IJCAI 2019

1907.09466 2019-07-24 cs.LG cs.AI stat.ML

An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments

Elaheh Barati, Xuewen Chen

Comments The 28th International Joint Conference on Artificial Intelligence (IJCAI'19). arXiv admin note: text overlap with arXiv:1905.03985

1907.08953 2019-07-23 cs.LG stat.ML

High Dimensional Bayesian Optimization via Supervised Dimension Reduction

Miao Zhang, Huiqi Li, Steven Su

Comments 7 pages, 3 figures, IJCAI 2019 accepted paper

1905.10101 2019-07-23 cs.LG stat.ML

HDI-Forest: Highest Density Interval Regression Forest

Lin Zhu, Jiaxing Lu, Yihong Chen

Comments Accepted to IJCAI 2019

1906.04365 2019-07-22 cs.LG cs.IR stat.ML

Representation Learning-Assisted Click-Through Rate Prediction

Wentao Ouyang, Xiuwu Zhang, Shukui Ren, Chao Qi, Zhaojie Liu, Yanlong Du

Comments Accepted by IJCAI 2019

1907.07237 2019-07-18 cs.LG cs.AI stat.ML

FAHT: An Adaptive Fairness-aware Decision Tree Classifier

Wenbin Zhang, Eirini Ntoutsi

Comments Accepted to IJCAI 2019

1907.06426 2019-07-16 cs.LG cs.NI eess.SP stat.ML

Multi-hop Federated Private Data Augmentation with Sample Compression

Eunjeong Jeong, Seungeun Oh, Jihong Park, Hyesung Kim, Mehdi Bennis, Seong-Lyun Kim

Comments to be presented at the 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 1st International Workshop on Federated Machine Learning for User Privacy and Data Confidentiality (FML'19), Macao, China

1907.06023 2019-07-16 cs.CV

Structure-Aware Residual Pyramid Network for Monocular Depth Estimation

Xiaotian Chen, Xuejin Chen, Zheng-Jun Zha

Comments 7pages, 7figures, Accepted by the 28th International Joint Conference on Artificial Intelligence (IJCAI-2019)