Presentations and Authors


Last name A B C D E F G H I J K L M N O P Q R S T U V W X Y Z All
Track:
 

AAAI18 - Applications

Comparing Population Means Under Local Differential Privacy: With Significance and Power PDF
Bolin Ding, Harsha Nori, Paul Li, Joshua Allen
Catching Captain Jack: Efficient Time and Space Dependent Patrols to Combat Oil-Siphoning in International Waters PDF
Xinrun Wang, Bo An, Martin Strobel, Fookwai Kong

AAAI18 - Artificial Intelligence and the Web

Mitigating Overexposure in Viral Marketing PDF
Rediet Abebe, Lada A. Adamic, Jon Kleinberg

AAAI18 - Cognitive Modeling

Learning Nonlinear Dynamics in Efficient, Balanced Spiking Networks Using Local Plasticity Rules PDF
Alireza Alemi, Christian K. Machens, Sophie Deneve, Jean-Jacques Slotine

AAAI18 - Cognitive Systems

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering PDF
Somak Aditya, Yezhou Yang, Chitta Baral

AAAI18 - Computational Sustainability and AI

DyETC: Dynamic Electronic Toll Collection for Traffic Congestion Alleviation PDF
Haipeng Chen, Bo An, Guni Sharon, Josiah P. Hanna, Peter Stone, Chunyan Miao, Yeng Chai Soh
Optimal Spot-Checking for Improving Evaluation Accuracy of Peer Grading Systems PDF
Wanyuan Wang, Bo An, Yichuan Jiang
Efficiently Approximating the Pareto Frontier: Hydropower Dam Placement in the Amazon Basin PDF
Xiaojian Wu, Jonathan Gomes-Selman, Qinru Shi, Yexiang Xue, Roosevelt Garcia-Villacorta, Elizabeth Anderson, Suresh Sethi, Scott Steinschneider, Alexander Flecker, Carla Gomes

AAAI18 - Game Playing and Interactive Entertainment

Event Representations for Automated Story Generation with Deep Neural Nets PDF
Lara J. Martin, Prithviraj Ammanabrolu, Xinyu Wang, William Hancock, Shruti Singh, Brent Harrison, Mark O. Riedl
PVL: A Framework for Navigating the Precision-Variety Trade-Off in Automated Animation of Smiles PDF
Nicholas Sohre, Moses Adeagbo, Nathaniel Helwig, Sofia Lyford-Pike, Stephen J. Guy

AAAI18 - Game Theory and Economic Paradigms

Utilitarians Without Utilities: Maximizing Social Welfare for Graph Problems Using Only Ordinal Preferences PDF
Ben Abramowitz, Elliot Anshelevich
On the Complexity of Extended and Proportional Justified Representation PDF
Haris Aziz, Edith Elkind, Shenwei Huang, Martin Lackner, Luis Sanchez-Fernandez, Piotr Skowron
Rank Maximal Equal Contribution: A Probabilistic Social Choice Function PDF
Haris Aziz, Pang Luo, Christine Rizkallah
Resource Allocation Polytope Games: Uniqueness of Equilibrium, Price of Stability, and Price of Anarchy PDF
Swapnil Dhamal, Walid Ben-Ameur, Tijani Chahed, Eitan Altman
MUDA: A Truthful Multi-Unit Double-Auction Mechanism PDF
Erel Segal-Halevi, Avinatan Hassidim, Yonatan Aumann
Traffic Optimization for a Mixture of Self-Interested and Compliant Agents PDF
Guni Sharon, Michael Albert, Tarun Rambha, Stephen Boyles, Peter Stone

AAAI18 - Human-AI Collaboration

Emergence of Grounded Compositional Language in Multi-Agent Populations PDF
Igor Mordatch, Pieter Abbeel

AAAI18 - Human Computation and Crowd Sourcing

Semi-Supervised Learning From Crowds Using Deep Generative Models PDF
Kyohei Atarashi, Satoshi Oyama, Masahito Kurihara
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

Externally Supported Models for Efficient Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Francesco Ricca

AAAI18 - Machine Learning Applications

Predicting Vehicular Travel Times by Modeling Heterogeneous Influences Between Arterial Roads PDF
Avinash Achar, Venkatesh Sarangan, Rohith Regikumar, Anand Sivasubramaniam
Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks PDF
Onur Atan, James Jordon, Mihaela van der Schaar
Data Poisoning Attacks on Multi-Task Relationship Learning PDF
Mengchen Zhao, Bo An, Yaodong Yu, Sulin Liu, Sinno Jialin Pan

AAAI18 - Machine Learning Methods

Safe Reinforcement Learning via Shielding PDF
Mohammed Alshiekh, Roderick Bloem, Rüdiger Ehlers, Bettina Könighofer, Scott Niekum, Ufuk Topcu
Sample-Efficient Learning of Mixtures PDF
Hassan Ashtiani, Shai Ben-David, Abbas Mehrabian
AdaComp : Adaptive Residual Gradient Compression for Data-Parallel Distributed Training PDF
Chia-Yu Chen, Jungwook Choi, Daniel Brand, Ankur Agrawal, Wei Zhang, Kailash Gopalakrishnan
Automatic Segmentation of Data Sequences PDF
Liangzhe Chen, Sorour E. Amiri, B. Aditya Prakash
Learning to Rank Based on Analogical Reasoning PDF
Mohsen Ahmadi Fahandar, Eyke Hüllermeier
Counterfactual Multi-Agent Policy Gradients PDF
Jakob N. Foerster, Gregory Farquhar, Triantafyllos Afouras, Nantas Nardelli, Shimon Whiteson
Learning Predictive State Representations From Non-Uniform Sampling PDF
Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup
Rainbow: Combining Improvements in Deep Reinforcement Learning PDF
Matteo Hessel, Joseph Modayil, Hado van Hasselt, Tom Schaul, Georg Ostrovski, Will Dabney, Dan Horgan, Bilal Piot, Mohammad Azar, David Silver
Deep Q-learning From Demonstrations PDF
Todd Hester, Matej Vecerik, Olivier Pietquin, Marc Lanctot, Tom Schaul, Bilal Piot, Dan Horgan, John Quan, Andrew Sendonaris, Ian Osband, Gabriel Dulac-Arnold, John Agapiou, Joel Z. Leibo, Audrunas Gruslys
Product Quantized Translation for Fast Nearest Neighbor Search PDF
Yoonho Hwang, Mooyeol Baek, Saehoon Kim, Bohyung Han, Hee-Kap Ahn
Measuring Catastrophic Forgetting in Neural Networks PDF
Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan
Dialogue Act Sequence Labeling Using Hierarchical Encoder With CRF PDF
Harshit Kumar, Arvind Agarwal, Riddhiman Dasgupta, Sachindra Joshi
Learning Multi-Way Relations via Tensor Decomposition With Neural Networks PDF
Koji Maruhashi, Masaru Todoriki, Takuya Ohwa, Keisuke Goto, Yu Hasegawa, Hiroya Inakoshi, Hirokazu Anai
Word Co-Occurrence Regularized Non-Negative Matrix Tri-Factorization for Text Data Co-Clustering PDF
Aghiles Salah, Melissa Ailem, Mohamed Nadif
Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling PDF
Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto
Multi-Layer Multi-View Classification for Alzheimer’s Disease Diagnosis PDF
Changqing Zhang, Ehsan Adeli, Tao Zhou, Xiaobo Chen, Dinggang Shen
Non-Parametric Outliers Detection in Multiple Time Series A Case Study: Power Grid Data Analysis PDF
Yuxun Zhou, Han Zou, Reza Arghandeh, Weixi Gu, Costas J. Spanos

AAAI18 - Multiagent Systems

Learning the Behavior of a Dynamical System Via a “20 Questions” Approach PDF
Abhijin Adiga, Chris J. Kuhlman, Madhav V. Marathe, Ravi S. S., Daniel J. Rosenkrantz, Richard E. Stearns
Knowledge, Fairness, and Social Constraints PDF
Haris Aziz, Sylvain Bouveret, Ioannis Caragiannis, Ira Giagkousi, Jérôme Lang
Dynamic Pricing for Reusable Resources in Competitive Market With Stochastic Demand PDF
Jiang Rong, Tao Qin, Bo An
Multiagent Connected Path Planning: PSPACE-Completeness and How to Deal With It PDF
Davide Tateo, Jacopo Banfi, Alessandro Riva, Francesco Amigoni, Andrea Bonarini
HogRider: Champion Agent of Microsoft Malmo Collaborative AI Challenge PDF
Yanhai Xiong, Haipeng Chen, Mengchen Zhao, Bo An

AAAI18 - NLP and Knowledge Representation

Effective Broad-Coverage Deep Parsing PDF
James F. Allen, Omid Bahkshandeh, William de Beaumont, Lucian Galescu, Choh Man Teng
280 Birds With One Stone: Inducing Multilingual Taxonomies From Wikipedia Using Character-Level Classification PDF
Amit Gupta, Rémi Lebret, Hamza Harkous, Karl Aberer

AAAI18 - NLP and Machine Learning

Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling PDF
Chaitanya Ahuja, Louis-Philippe Morency
Leveraging Lexical Substitutes for Unsupervised Word Sense Induction PDF
Domagoj Alagić, Jan Šnajder, Sebastian Padó
Generalizing and Improving Bilingual Word Embedding Mappings with a Multi-Step Framework of Linear Transformations PDF
Mikel Artetxe, Gorka Labaka, Eneko Agirre
A Deep Generative Framework for Paraphrase Generation PDF
Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems PDF
Zachary Lipton, Xiujun Li, Jianfeng Gao, Lihong Li, Faisal Ahmed, Li Deng
StarSpace: Embed All The Things! PDF
Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston

AAAI18 - Planning and Scheduling

Resource-Constrained Scheduling for Maritime Traffic Management PDF
Lucas Agussurja, Akshat Kumar, Hoong Chuin Lau
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary PDF
Masataro Asai, Alex Fukunaga
Synthesis of Orchestrations of Transducers for Manufacturing PDF
Giuseppe De Giacomo, Moshe Y. Vardi, Paolo Felli, Natasha Alechina, Brian Logan
Plan Recognition in Continuous Domains PDF
Gal A. Kaminka, Mor Vered, Noa Agmon

AAAI18 - Reasoning under Uncertainty

Combining Experts’ Causal Judgments PDF
Dalal Aljareh, Hana Chockler, Joseph Yehuda Halpern

AAAI18 - Robotics

From Virtual Demonstration to Real-World Manipulation Using LSTM and MDN PDF
Rouhollah Rahmatizadeh, Pooya Abolghasemi, Aman Behal, Ladislau Bölöni

AAAI18 - Search and Constraint Satisfaction

Sweep-Based Propagation for String Constraint Solving PDF
Roberto Amadini, Graeme Gange, Peter J. Stuckey

AAAI18 - Vision

Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks PDF
Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Weakly Supervised Collective Feature Learning From Curated Media PDF
Yusuke Mukuta, Akisato Kimura, David B. Adrian, Zoubin Ghahramani

IAAI18 - Deployed

Hi, How Can I Help You?: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
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

Bandit-Based Solar Panel Control PDF
David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman
Death vs. Data Science: Predicting End of Life PDF
Muhammad A. Ahmad, Carly Eckert, Greg McKelvey, Kiyana Zolfagar, Anam Zahid, Ankur Teredesai
CRM Sales Prediction Using Continuous Time-Evolving Classification PDF
Mohamoud Ali, Yugyung Lee
Upping the Game of Taxi Driving in the Age of Uber PDF
Shashi Shekhar Jha, Shih-Fen Cheng, Meghna Lowalekar, Nicholas Wong, Rishikeshan Rajendram, Trong Khiem Tran, Pradeep Varakantham, Nghia Truong Trong, Firmansyah Bin Abd Rahman
Multi-Task Deep Learning for Predicting Poverty From Satellite Images PDF
Shailesh M. Pandey, Tushar Agarwal, Narayanan C. Krishnan
DarkEmbed: Exploit Prediction With Neural Language Models PDF
Nazgol Tavabi, Palash Goyal, Mohammed Almukaynizi, Paulo Shakarian, Kristina Lerman

IAAI18 - Challenge

AI Challenges in Synthetic Biology Engineering PDF
Fusun Yaman, Aaron Adler, Jacob Beal

EAAI18 - Full Papers

Data Analysis Competition Platform for Educational Purposes: Lessons Learned and Future Challenges PDF
Yukino Baba, Tomoumi Takase, Kyohei Atarashi, Satoshi Oyama, Hisashi Kashima

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

FgER: Fine-Grained Entity Recognition PDF
Abhishek Abhishek

Student Abstracts

Plan-Based Intention Revision PDF
Adam Amos-Binks, R. Michael Young
"Did I Say Something Wrong?": Towards a Safe Collaborative Chatbot PDF
Merav Chkroun, Amos Azaria
Consonant-Vowel Sequences as Subword Units for Code-Mixed Languages PDF
Upendra Kumar, Vishal Singh, Chris Andrew, Santhoshini Reddy, Amitava Das
Comparing Reward Shaping, Visual Hints, and Curriculum Learning PDF
Rey Pocius, David Isele, Mark Roberts, David W. Aha

Demonstrations

Interactive Machine Learning at Scale With CHISSL PDF
Dustin Arendt, Emily Grace, Svitlana Volkova
Water Advisor - A Data-Driven, Multi-Modal, Contextual Assistant to Help With Water Usage Decisions PDF
Jason Ellis, Biplav Srivastava, Rachel K. E. Bellamy, Andy Aaron
Vertical Domain Text Classification: Towards Understanding IT Tickets Using Deep Neural Networks PDF
Jianglei Han, Mohammad Akbari
Agent Assist: Automating Enterprise IT Support Help Desks PDF
Senthil Mani, Neelamadhav Gantayat, Rahul Aralikatte, Monika Gupta, Sampath Dechu, Anush Sankaran, Shreya Khare, Barry Mitchell, Hemamalini Subramanian, Hema Venkatarangan
Democratization of Deep Learning Using DARVIZ PDF
Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani, Akshay Sethi, Rahul Aralikatte, Neelamadhav Gantayat


Copyright © 2018 Association for the Advancement of Artificial Intelligence. All Rights Reserved.