Presentations and Authors


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AAAI18 - Applications

Comparing Population Means Under Local Differential Privacy: With Significance and Power PDF
Bolin Ding, Harsha Nori, Paul Li, Joshua Allen
Early Prediction of Diabetes Complications from Electronic Health Records: A Multi-Task Survival Analysis Approach PDF
Bin Liu, Ying Li, Zhaonan Sun, Soumya Ghosh, Kenney Ng
Video Summarization via Semantic Attended Networks PDF
Huawei Wei, Bingbing Ni, Yichao Yan, Huanyu Yu, Xiaokang Yang, Chen Yao

AAAI18 - Artificial Intelligence and the Web

Dual Deep Neural Networks Cross-Modal Hashing PDF
Zhen-Duo Chen, Wan-Jin Yu, Chuan-Xiang Li, Liqiang Nie, Xin-Shun Xu
On Validation and Predictability of Digital Badges’ Influence on Individual Users PDF
Tomasz Kuśmierczyk, Kjetil Nørvåg
Location-Sensitive User Profiling Using Crowdsourced Labels PDF
Wei Niu, James Caverlee, Haokai Lu

AAAI18 - Game Theory and Economic Paradigms

Groupwise Maximin Fair Allocation of Indivisible Goods PDF
Siddharth Barman, Arpita Biswas, Sanath Kumar Krishnamurthy, Yadati Narahari
Weighted Voting Via No-Regret Learning PDF
Nika Haghtalab, Ritesh Noothigattu, Ariel D. Procaccia
The Conference Paper Assignment Problem: Using Order Weighted Averages to Assign Indivisible Goods PDF
Jing Wu Lian, Nicholas Mattei, Renee Noble, Toby Walsh

AAAI18 - Heuristic Search and Optimization

Submodular Function Maximization Over Graphs via Zero-Suppressed Binary Decision Diagrams PDF
Shinsaku Sakaue, Masaaki Nishino, Norihito Yasuda
Counting Linear Extensions in Practice: MCMC Versus Exponential Monte Carlo PDF
Topi Talvitie, Kustaa Kangas, Teppo Niinimäki, Mikko Koivisto

AAAI18 - Human-AI Collaboration

Human-in-the-Loop SLAM PDF
Samer B. Nashed, Joydeep Biswas
An Interpretable Joint Graphical Model for Fact-Checking From Crowds PDF
An T. Nguyen, Aditya Kharosekar, Matthew Lease, Byron Wallace

AAAI18 - Human Computation and Crowd Sourcing

A Voting-Based System for Ethical Decision Making PDF
Ritesh Noothigattu, Snehalkumar S. Gaikwad, Edmond Awad, Sohan Dsouza, Iyad Rahwan, Pradeep Ravikumar, Ariel D. Procaccia

AAAI18 - Knowledge Representation and Reasoning

Complexity of Verification in Incomplete Argumentation Frameworks PDF
Dorothea Baumeister, Daniel Neugebauer, Jörg Rothe, Hilmar Schadrack
Fair Inference on Outcomes PDF
Razieh Nabi, Ilya Shpitser

AAAI18 - Machine Learning Applications

Multi-Level Variational Autoencoder: Learning Disentangled Representations From Grouped Observations PDF
Diane Bouchacourt, Ryota Tomioka, Sebastian Nowozin
Semi-Supervised Biomedical Translation With Cycle Wasserstein Regression GANs PDF
Matthew B. A. McDermott, Tom Yan, Tristan Naumann, Nathan Hunt, Harini Suresh, Peter Szolovits, Marzyeh Ghassemi
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns PDF
Alessandro Nuara, Francesco Trovò, Nicola Gatti, Marcello Restelli

AAAI18 - Machine Learning Methods

Safe Reinforcement Learning via Shielding PDF
Mohammed Alshiekh, Roderick Bloem, Rüdiger Ehlers, Bettina Könighofer, Scott Niekum, Ufuk Topcu
Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning PDF
Daniel S. Brown, Scott Niekum
Counterfactual Multi-Agent Policy Gradients PDF
Jakob N. Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli, Shimon Whiteson
A Continuous Relaxation of Beam Search for End-to-End Training of Neural Sequence Models PDF
Kartik Goyal, Graham Neubig, Chris Dyer, Taylor Berg-Kirkpatrick
Learning With Options That Terminate Off-Policy PDF
Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé
Balanced Clustering via Exclusive Lasso: A Pragmatic Approach PDF
Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang
A Batch Learning Framework for Scalable Personalized Ranking PDF
Kuan Liu, Prem Natarajan
Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction PDF
Changping Meng, S Chandra Mouli, Bruno Ribeiro, Jennifer Neville
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains PDF
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
Overlap-Robust Decision Boundary Learning for Within-Network Classification PDF
Sharad Nandanwar, M. N. Murty
A Provable Approach for Double-Sparse Coding PDF
Thanh V. Nguyen, Raymond K. W. Wong, Chinmay Hegde
Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering PDF
Aghiles Salah, Melissa Ailem, Mohamed Nadif
No Modes Left Behind: Capturing the Data Distribution Effectively Using GANs PDF
Shashank Sharma, Vinay P. Namboodiri
Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets PDF
Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé
New l2,1-Norm Relaxation of Multi-Way Graph Cut for Clustering PDF
Xu Yang, Cheng Deng, Xianglong Liu, Feiping Nie
An End-to-End Deep Learning Architecture for Graph Classification PDF
Muhan Zhang, Zhicheng Cui, Marion Neumann, Yixin Chen

AAAI18 - Multiagent Systems

Strategic Coalitions With Perfect Recall PDF
Pavel Naumov, Jia Tao

AAAI18 - NLP and Machine Learning

Proposition Entailment in Educational Applications using Deep Neural Networks PDF
Florin Adrian Bulgarov, Rodney Nielsen
Eliciting Positive Emotion through Affect-Sensitive Dialogue Response Generation: A Neural Network Approach PDF
Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura
CoChat: Enabling Bot and Human Collaboration for Task Completion PDF
Xufang Luo, Zijia Lin, Yunhong Wang, Zaiqing Nie
Fact Checking in Community Forums PDF
Tsvetomila Mihaylova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Mitra Mohtarami, Georgi Karadzhov, James Glass
Context Aware Conversational Understanding for Intelligent Agents With a Screen PDF
Vishal Ishwar Naik, Angeliki Metallinou, Rahul Goel
Controlling Global Statistics in Recurrent Neural Network Text Generation PDF
Thanapon Noraset, David Demeter, Doug Downey
Exploring the Terrain of Metaphor Novelty: A Regression-Based Approach for Automatically Scoring Metaphors PDF
Natalie Parde, Rodney D. Nielsen
Two Knowledge-based Methods for High-Performance Sense Distribution Learning PDF
Tommaso Pasini, Roberto Navigli
Improving Variational Encoder-Decoders in Dialogue Generation PDF
Xiaoyu Shen, Hui Su, Shuzi Niu, Vera Demberg
End-to-End Quantum-like Language Models with Application to Question Answering PDF
Peng Zhang, Jiabin Niu, Zhan Su, Benyou Wang, Liqun Ma, Dawei Song
CoLink: An Unsupervised Framework for User Identity Linkage PDF
Zexuan Zhong, Yong Cao, Yong Cao, Mu Guo, Mu Guo, Zaiqing Nie, Zaiqing Nie

AAAI18 - NLP and Text Mining

A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction PDF
Shamil Chollampatt, Hwee Tou Ng
A Question-Focused Multi-Factor Attention Network for Question Answering PDF
Souvik Kundu, Hwee Tou Ng
Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators' Gaze Behavior PDF
Abhijit Mishra, Srikanth Tamilselvam, Riddhiman Dasgupta, Seema Nagar, Kuntal Dey
Argument Mining for Improving the Automated Scoring of Persuasive Essays PDF
Huy V. Nguyen, Diane J. Litman
Graph Convolutional Networks With Argument-Aware Pooling for Event Detection PDF
Thien Huu Nguyen, Ralph Grishman
Mention and Entity Description Co-Attention for Entity Disambiguation PDF
Feng Nie, Yunbo Cao, Jinpeng Wang, Chin-Yew Lin, Rong Pan

AAAI18 - Planning and Scheduling

On the Relationship Between State-Dependent Action Costs and Conditional Effects in Planning PDF
Robert Mattmüller, Florian Geißer, Benedict Wright, Bernhard Nebel
Generalized Value Iteration Networks:Life Beyond Lattices PDF
Sufeng Niu, Siheng Chen, Hanyu Guo, Colin Targonski, Melissa C. Smith, Jelena Kovačević

AAAI18 - Reasoning under Uncertainty

Armstrong's Axioms and Navigation Strategies PDF
Kaya Deuser, Pavel Naumov
Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates PDF
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran

AAAI18 - Search and Constraint Satisfaction

Verifying Properties of Binarized Deep Neural Networks PDF
Nina Narodytska, Shiva Kasiviswanathan, Leonid Ryzhyk, Mooly Sagiv, Toby Walsh

AAAI18 - Vision

Multi-Rate Gated Recurrent Convolutional Networks for Video-Based Pedestrian Re-Identification PDF
Zhihui Li, Lina Yao, Feiping Nie, Dingwen Zhang, Min Xu
Action Recognition With Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion PDF
Weiyao Lin, Chongyang Zhang, Ke Lu, Bin Sheng, Jianxin Wu, Bingbing Ni, Xin Liu, Hongkai Xiong
Supervised Deep Hashing for Hierarchical Labeled Data PDF
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xian-Ling Mao
Unsupervised Learning of Geometry From Videos With Edge-Aware Depth-Normal Consistency PDF
Zhenheng Yang, Peng Wang, Wei Xu, Liang Zhao, Ramakant Nevatia
A Deep Ranking Model for Spatio-Temporal Highlight Detection From a 360◦ Video PDF
Youngjae Yu, Sangho Lee, Joonil Na, Jaeyun Kang, Gunhee Kim

IAAI18 - Deployed

Sentient Ascend: AI-Based Massively Multivariate Conversion Rate Optimization PDF
Risto Miikkulainen, Neil Iscoe, Aaron Shagrin, Ryan Rapp, Sam Nazari, Patrick McGrath, Cory Schoolland, Elyas Achkar, Myles Brundage, Jeremy Miller, Jonathan Epstein, Gurmeet Lamba

IAAI18 - Emerging

SPOT Poachers in Action: Augmenting Conservation Drones With Automatic Detection in Near Real Time PDF
Elizabeth Bondi, Fei Fang, Mark Hamilton, Debarun Kar, Donnabell Dmello, Jongmoo Choi, Robert Hannaford, Arvind Iyer, Lucas Joppa, Milind Tambe, Ram Nevatia
TipMaster: A Knowledge Base of Authoritative Local News Sources on Social Media PDF
Xin Shuai, Xiaomo Liu, Armineh Nourbakhsh, Sameena Shah, Tonya Curtis
Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees PDF
Dennis J. N. J. Soemers, Tim Brys, Kurt Driessens, Mark H. M. Winands, Ann Nowé

IAAI18 - Challenge

Batting Order Setup in One Day International Cricket PDF
Masoumeh Izadi, Simranjeet Narula

EAAI18 - Full Papers

Predictive Modeling of Learning Continuation in Preschool Education Using Temporal Patterns of Development Tests PDF
Junpei Naito, Yukino Baba, Hisashi Kashima, Takenori Takaki, Takuya Funo
On the Importance of a Research Data Archive PDF
Benedict Wright, Oliver Brunner, Bernhard Nebel

EAAI18 - Model AI Assignments

Model AI Assignments 2018 PDF
Todd W. Neller, Zack Butler, Nate Derbinsky, Heidi Furey, Fred Martin, Michael Guerzhoy, Ariel Anders, Joshua Eckroth

Doctoral Consortium

Complexity of Optimally Defending and Attacking a Network PDF
Kamran Najeebullah
Constraint Satisfaction Techniques for Combinatorial Problems PDF
David E. Narváez

Student Abstracts

Proposition Entailment in Educational Applications Using Deep Neural Networks PDF
Florin Bulgarov, Rodney Nielsen
Exploring the Use of Shatter for AllSAT Through Ramsey-Type Problems PDF
David E. Narváez
Constructing Hierarchical Bayesian Networks With Pooling PDF
Kaneharu Nishino, Mary Inaba
Personalized Human Activity Recognition Using Convolutional Neural Networks PDF
Seyed Ali Rokni, Marjan Nourollahi, Hassan Ghasemzadeh
Explainable Cross-Domain Recommendations Through Relational Learning PDF
Sirawit Sopchoke, Ken-ichi Fukui, Masayuki Numao
Exploring Relevance Judgement Inspired by Quantum Weak Measurement PDF
Tianshu Wang, Yuexian Hou, Panpan Wang, Xiaolei Niu
Discriminative Semi-Supervised Feature Selection via Rescaled Least Squares Regression-Supplement PDF
Guowen Yuan, Xiaojun Chen, Chen Wang, Feiping Nie, Liping Jing

Demonstrations

Dataset Evolver: An Interactive Feature Engineering Notebook PDF
Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak Turaga


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