Presentations and Authors


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AAAI18 - Applications

Learning Differences Between Visual Scanning Patterns Can Disambiguate Bipolar and Unipolar Patients PDF
Jonathan Chung, Moshe Eizenman, Uros Rakita, Roger McIntyre, Peter Giacobbe
Distributed Composite Quantization PDF
Weixiang Hong, Jingjing Meng, Junsong Yuan
Tensorized Projection for High-Dimensional Binary Embedding PDF
Weixiang Hong, Jingjing Meng, Junsong Yuan
Learning the Probability of Activation in the Presence of Latent Spreaders PDF
Maggie Makar, John Guttag, Jenna Wiens
Generating an Event Timeline About Daily Activities From a Semantic Concept Stream PDF
Taiki Miyanishi, Jun-ichiro Hirayama, Takuya Maekawa, Motoaki Kawanabe
Geographic Differential Privacy for Mobile Crowd Coverage Maximization PDF
Leye Wang, Gehua Qin, Dingqi Yang, Xiao Han, Xiaojuan Ma

AAAI18 - Artificial Intelligence and the Web

DepthLGP: Learning Embeddings of Out-of-Sample Nodes in Dynamic Networks PDF
Jianxin Ma, Peng Cui, Wenwu Zhu
Listening to the World Improves Speech Command Recognition PDF
Brian McMahan, Delip Rao

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
Perceiving, Learning, and Recognizing 3D Objects: An Approach to Cognitive Service Robots PDF
S. Hamidreza Kasaei, Juil Sock, Luis Seabra Lopes, Ana Maria Tome, Tae-Kyun Kim

AAAI18 - Cognitive Systems

Learning From Unannotated QA Pairs to Analogically Disambiguate and Answer Questions PDF
Maxwell Crouse, Clifton McFate, Kenneth Forbus
Expected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes PDF
Wenjun Ma, Yuncheng Jiang, Weiru Liu, Xudong Luo, Kevin McAreavey
RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems PDF
Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan

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
Cellular Network Traffic Scheduling With Deep Reinforcement Learning PDF
Sandeep Chinchali, Pan Hu, Tianshu Chu, Manu Sharma, Manu Bansal, Rakesh Misra, Marco Pavone, Sachin Katti
DeepUrbanMomentum: An Online Deep-Learning System for Short-Term Urban Mobility Prediction PDF
Renhe Jiang, Xuan Song, Zipei Fan, Tianqi Xia, Quanjun Chen, Satoshi Miyazawa, Ryosuke Shibasaki

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
Asymmetric Action Abstractions for Multi-Unit Control in Adversarial Real-Time Games PDF
Rubens O. Moraes, Levi H. S. Lelis

AAAI18 - Game Theory and Economic Paradigms

AIVAT: A New Variance Reduction Technique for Agent Evaluation in Imperfect Information Games PDF
Neil Burch, Martin Schmid, Matej Moravcik, Dustin Morill, Michael Bowling
Computing the Strategy to Commit to in Polymatrix Games PDF
Giuseppe De Nittis, Alberto Marchesi, Nicola Gatti
On Social Envy-Freeness in Multi-Unit Markets PDF
Michele Flammini, Manuel Mauro, Matteo Tonelli
Liquid Democracy: An Algorithmic Perspective PDF
Anson Kahng, Simon Mackenzie, 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
Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange PDF
Duncan C. McElfresh, John P. Dickerson

AAAI18 - Heuristic Search and Optimization

A Two-Stage MaxSAT Reasoning Approach for the Maximum Weight Clique Problem PDF
Hua Jiang, Chu-Min Li, Yanli Liu, Felip Manyà
Streaming Non-Monotone Submodular Maximization: Personalized Video Summarization on the Fly PDF
Baharan Mirzasoleiman, Stefanie Jegelka, Andreas Krause
Exact Clustering via Integer Programming and Maximum Satisfiability PDF
Atsushi Miyauchi, Tomohiro Sonobe, Noriyoshi Sukegawa
Memory-Augmented Monte Carlo Tree Search PDF
Chenjun Xiao, Jincheng Mei, Martin Müller

AAAI18 - Human-AI Collaboration

Interactively Learning a Blend of Goal-Based and Procedural Tasks PDF
Aaron Mininger, John E. Laird
Emergence of Grounded Compositional Language in Multi-Agent Populations PDF
Igor Mordatch, Pieter Abbeel
Optimizing Interventions via Offline Policy Evaluation: Studies in Citizen Science PDF
Avi Segal, Kobi Gal, Ece Kamar, Eric Horvitz, Grant Miller

AAAI18 - Knowledge Representation and Reasoning

Goal-Driven Query Answering for Existential Rules With Equality PDF
Michael Benedikt, Boris Motik, Efthymia Tsamoura
Convolutional 2D Knowledge Graph Embeddings PDF
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel
Optimised Maintenance of Datalog Materialisations PDF
Pan Hu, Boris Motik, Ian Horrocks
Learning Abduction Using Partial Observability PDF
Brendan Juba, Zongyi Li, Evan Miller
Maximum A Posteriori Inference in Sum-Product Networks PDF
Jun Mei, Yong Jiang, Kewei Tu
Stream Reasoning in Temporal Datalog PDF
Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, Boris Motik, Ian Horrocks
On Consensus in Belief Merging PDF
Nicolas Schwind, Pierre Marquis
Embedding of Hierarchically Typed Knowledge Bases PDF
Richong Zhang, Fanshuang Kong, Chenyue Wang, Yongyi Mao

AAAI18 - Machine Learning Applications

DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction PDF
Brandon Ballinger, Johnson Hsieh, Avesh Singh, Nimit Sohoni, Jack Wang, Geoffrey H. Tison, Gregory M. Marcus, Jose M. Sanchez, Carol Maguire, Jeffrey E. Olgin, Mark J. Pletcher
The Shape of Art History in the Eyes of the Machine PDF
Ahmed Elgammal, Bingchen Liu, Diana Kim, Mohamed Elhoseiny, Marian Mazzone
The Geometric Block Model PDF
Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
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
Probabilistic Ensemble of Collaborative Filters PDF
Zhiyu Min, Dahua Lin
Neural Ideal Point Estimation Network PDF
Kyungwoo Song, Wonsung Lee, Il-Chul Moon
Adversarial Zero-shot Learning With Semantic Augmentation PDF
Bin Tong, Martin Klinkigt, Junwen Chen, Xiankun Cui, Quan Kong, Tomokazu Murakami, Yoshiyuki Kobayashi
Hybrid Attentive Answer Selection in CQA With Deep Users Modelling PDF
Jiahui Wen, Jingwei Ma, Yiliu Feng, Mingyang Zhong

AAAI18 - Machine Learning Methods

Sample-Efficient Learning of Mixtures PDF
Hassan Ashtiani, Shai Ben-David, Abbas Mehrabian
Long-Term Image Boundary Prediction PDF
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele, Mario Fritz
Reversible Architectures for Arbitrarily Deep Residual Neural Networks PDF
Bo Chang, Lili Meng, Eldad Haber, Lars Ruthotto, David Begert, Elliot Holtham
Gated-Attention Architectures for Task-Oriented Language Grounding PDF
Devendra Singh Chaplot, Kanthashree Mysore Sathyendra, Rama Kumar Pasumarthi, Dheeraj Rajagopal, Ruslan Salakhutdinov
Distributional Reinforcement Learning With Quantile Regression PDF
Will Dabney, Mark Rowland, Marc G. Bellemare, Rémi Munos
Learning Lexicographic Preference Trees From Positive Examples PDF
Hélène Fargier, Pierre-François Gimenez, Jérôme Mengin
Characterization of the Convex Łukasiewicz Fragment for Learning From Constraints PDF
Francesco Giannini, Michelangelo Diligenti, Marco Gori, Marco Maggini
OptionGAN: Learning Joint Reward-Policy Options Using Generative Adversarial Inverse Reinforcement Learning PDF
Peter Henderson, Wei-Di Chang, Pierre-Luc Bacon, David Meger, Joelle Pineau, Doina Precup
Deep Reinforcement Learning That Matters PDF
Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger
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
Measuring Catastrophic Forgetting in Neural Networks PDF
Ronald Kemker, Marc McClure, Angelina Abitino, Tyler L. Hayes, Christopher Kanan
Balanced Clustering via Exclusive Lasso: A Pragmatic Approach PDF
Zhihui Li, Feiping Nie, Xiaojun Chang, Zhigang Ma, Yi Yang
Stochastic Non-Convex Ordinal Embedding With Stabilized Barzilai-Borwein Step Size PDF
Ke Ma, Jinshan Zeng, Jiechao Xiong, Qianqian Xu, Xiaochun Cao, Wei Liu, Yuan Yao
MDP-Based Cost Sensitive Classification Using Decision Trees PDF
Shlomi Maliah, Guy Shani
Data-Dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion PDF
Hitoshi Manabe, Katsuhiko Hayashi, Masashi Shimbo
Belief Reward Shaping in Reinforcement Learning PDF
Ofir Marom, Benjamin Rosman
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
Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction PDF
Changping Meng, S Chandra Mouli, Bruno Ribeiro, Jennifer Neville
Exploiting Emotion on Reviews for Recommender Systems PDF
Xuying Meng, Suhang Wang, Huan Liu, Yujun Zhang
Personalized Privacy-Preserving Social Recommendation PDF
Xuying Meng, Suhang Wang, Kai Shu, Jundong Li, Bo Chen, Huan Liu, Yujun Zhang
Proper Loss Functions for Nonlinear Hawkes Processes PDF
Aditya Krishna Menon, Young Lee
Bernoulli Embeddings for Graphs PDF
Vinith Misra, Sumit Bhatia
Core Dependency Networks PDF
Alejandro Molina, Alexander Munteanu, Kristian Kersting
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains PDF
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
Alternating Circulant Random Features for Semigroup Kernels PDF
Yusuke Mukuta, Yoshitaka Ushiku, Tatsuya Harada
Overlap-Robust Decision Boundary Learning for Within-Network Classification PDF
Sharad Nandanwar, M. N. Murty
Dynamic Determinantal Point Processes PDF
Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara
Adversarial Dropout for Supervised and Semi-Supervised Learning PDF
Sungrae Park, JunKeon Park, Su-Jin Shin, Il-Chul Moon
Alternating Optimisation and Quadrature for Robust Control PDF
Supratik Paul, Konstantinos Chatzilygeroudis, Kamil Ciosek, Jean-Baptiste Mouret, Michael A. Osborne, Shimon Whiteson
Joint Learning of Set Cardinality and State Distribution PDF
S. Hamid Rezatofighi, Anton Milan, Qinfeng Shi, Anthony Dick, Ian Reid
Hypergraph p-Laplacian: A Differential Geometry View PDF
Shota Saito, Danilo P. Mandic, Hideyuki Suzuki
Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks PDF
Antonio Vergari, Robert Peharz, Nicola Di Mauro, Alejandro Molina, Kristian Kersting, Floriana Esposito
Towards Ultra-High Performance and Energy Efficiency of Deep Learning Systems: An Algorithm-Hardware Co-Optimization Framework PDF
Yanzhi Wang, Caiwen Ding, Zhe Li, Geng Yuan, Siyu Liao, Xiaolong Ma, Bo Yuan, Xuehai Qian, Jian Tang, Qinru Qiu, Xue Lin
Adaptive Quantization for Deep Neural Network PDF
Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung, Pascal Frossard

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
Control Argumentation Frameworks PDF
Yannis Dimopoulos, Jean-Guy Mailly, Pavlos Moraitis
Decentralised Learning in Systems With Many, Many Strategic Agents PDF
David Mguni, Joel Jennings, Enrique Munoz de Cote
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration PDF
Shun Miao, Sebastien Piat, Peter Fischer, Ahmet Tuysuzoglu, Philip Mewes, Tommaso Mansi, Rui Liao

AAAI18 - NLP and Knowledge Representation

Learning Sentiment-Specific Word Embedding via Global Sentiment Representation PDF
Peng Fu, Zheng Lin, Fengcheng Yuan, Weiping Wang, Dan Meng
Never Retreat, Never Retract: Argumentation Analysis for Political Speeches PDF
Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata

AAAI18 - NLP and Machine Learning

Lattice Recurrent Unit: Improving Convergence and Statistical Efficiency for Sequence Modeling PDF
Chaitanya Ahuja, Louis-Philippe Morency
Learning Interpretable Spatial Operations in a Rich 3D Blocks World PDF
Yonatan Bisk, Kevin J Shih, Yejin Choi, Daniel Marcu
Persuasive Influence Detection: The Role of Argument Sequencing PDF
Christopher Thomas Hidey, Kathleen McKeown
An Interpretable Generative Adversarial Approach to Classification of Latent Entity Relations in Unstructured Sentences PDF
Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza Samatova
Efficient Large-Scale Multi-Modal Classification PDF
Douwe Kiela, Edouard Grave, Armand Joulin, Tomas Mikolov
Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models PDF
Bing Liu, Tong Yu, Ian Lane, Ole J. Mengshoel
Fact Checking in Community Forums PDF
Tsvetomila Mihaylova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Mitra Mohtarami, Georgi Karadzhov, James Glass
Personalizing a Dialogue System With Transfer Reinforcement Learning PDF
Kaixiang Mo, Yu Zhang, Shuangyin Li, Jiajun Li, Qiang Yang
Context Aware Conversational Understanding for Intelligent Agents With a Screen PDF
Vishal Ishwar Naik, Angeliki Metallinou, Rahul Goel
Order-Planning Neural Text Generation From Structured Data PDF
Lei Sha, Lili Mou, Tianyu Liu, Pascal Poupart, Sujian Li, Baobao Chang, Zhifang Sui
Spectral Word Embedding with Negative Sampling PDF
Behrouz Haji Soleimani, Stan Matwin
Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions PDF
Jesse Thomason, Jivko Sinapov, Raymond J. Mooney, Peter Stone
Memory Fusion Network for Multi-view Sequential Learning PDF
Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
Multi-attention Recurrent Network for Human Communication Comprehension PDF
Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
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

AAAI18 - NLP and Text Mining

Targeted Aspect-Based Sentiment Analysis via Embedding Commonsense Knowledge into an Attentive LSTM PDF
Yukun Ma, Haiyun Peng, Erik Cambria
Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators' Gaze Behavior PDF
Abhijit Mishra, Srikanth Tamilselvam, Riddhiman Dasgupta, Seema Nagar, Kuntal Dey
Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction PDF
Stanley Simoes, Deepak P, Munu Sairamesh, Deepak Khemani, Sameep Mehta
Scale Up Event Extraction Learning via Automatic Training Data Generation PDF
Ying Zeng, Yansong Feng, Rong Ma, Zheng Wang, Rui Yan, Chongde Shi, Dongyan Zhao

AAAI18 - Planning and Scheduling

Finite Sample Analyses for TD(0) With Function Approximation PDF
Gal Dalal, Balázs Szörényi, Gugan Thoppe, Shie Mannor
Semi-Black Box: Rapid Development of Planning Based Solutions PDF
Michael Katz, Dany Moshkovich, Erez Karpas
On the Relationship Between State-Dependent Action Costs and Conditional Effects in Planning PDF
Robert Mattmüller, Florian Geißer, Benedict Wright, Bernhard Nebel
Sensor-Based Activity Recognition via Learning From Distributions PDF
Hangwei Qian, Sinno Jialin Pan, Chunyan Miao

AAAI18 - Reasoning under Uncertainty

Learning Robust Options PDF
Daniel J. Mankowitz, Timothy A. Mann, Pierre-Luc Bacon, Doina Precup, Shie Mannor
Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates PDF
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran

AAAI18 - Robotics

IONet: Learning to Cure the Curse of Drift in Inertial Odometry PDF
Changhao Chen, Xiaoxuan Lu, Andrew Markham, Niki Trigoni
Unsupervised Selection of Negative Examples for Grounded Language Learning PDF
Nisha Pillai, Cynthia Matuszek

AAAI18 - Search and Constraint Satisfaction

MaxSAT Resolution With the Dual Rail Encoding PDF
Maria Luisa Bonet, Sam Buss, Alexey Ignatiev, Joao Marques-Silva, Antonio Morgado
Premise Set Caching for Enumerating Minimal Correction Subsets PDF
Alessandro Previti, Carlos Mencía, Matti Järvisalo, Joao Marques-Silva
Enhancing Constraint-Based Multi-Objective Combinatorial Optimization PDF
Miguel Terra-Neves, Inês Lynce, Vasco Manquinho

AAAI18 - Vision

SEE: Towards Semi-Supervised End-to-End Scene Text Recognition PDF
Christian Bartz, Haojin Yang, Christoph Meinel
MixedPeds: Pedestrian Detection in Unannotated Videos Using Synthetically Generated Human-Agents for Training PDF
Ernest Cheung, Anson Wong, Aniket Bera, Dinesh Manocha
Using Syntax to Ground Referring Expressions in Natural Images PDF
Volkan Cirik, Taylor Berg-Kirkpatrick, Louis-Philippe Morency
Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates PDF
Guillem Collell, Luc Van Gool, Marie-Francine Moens
Learning to Guide Decoding for Image Captioning PDF
Wenhao Jiang, Lin Ma, Xinpeng Chen, Hanwang Zhang, Wei Liu
Video Generation From Text PDF
Yitong Li, Martin Renqiang Min, Dinghan Shen, David Carlson, Lawrence Carin
T-C3D: Temporal Convolutional 3D Network for Real-Time Action Recognition PDF
Kun Liu, Wu Liu, Chuang Gan, Mingkui Tan, Huadong Ma
Multimodal Keyless Attention Fusion for Video Classification PDF
Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen
Multi-Channel Pyramid Person Matching Network for Person Re-Identification PDF
Chaojie Mao, Yingming Li, Yaqing Zhang, Zhongfei Zhang, Xi Li
UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss PDF
Simon Meister, Junhwa Hur, Stefan Roth
Weakly Supervised Collective Feature Learning From Curated Media PDF
Yusuke Mukuta, Akisato Kimura, David B. Adrian, Zoubin Ghahramani
Asking Friendly Strangers: Non-Semantic Attribute Transfer PDF
Nils Murrugarra-Llerena, Adriana Kovashka
Adaptive Feature Abstraction for Translating Video to Text PDF
Yunchen Pu, Martin Renqiang Min, Zhe Gan, Lawrence Carin
Game of Sketches: Deep Recurrent Models of Pictionary-Style Word Guessing PDF
Ravi Kiran Sarvadevabhatla, Shiv Surya, Trisha Mittal, R. Venkatesh Babu
DLPaper2Code: Auto-Generation of Code From Deep Learning Research Papers PDF
Akshay Sethi, Anush Sankaran, Naveen Panwar, Shreya Khare, Senthil Mani
Supervised Deep Hashing for Hierarchical Labeled Data PDF
Dan Wang, Heyan Huang, Chi Lu, Bo-Si Feng, Guihua Wen, Liqiang Nie, Xian-Ling Mao
Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training PDF
Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
Domain-Shared Group-Sparse Dictionary Learning for Unsupervised Domain Adaptation PDF
Baoyao Yang, Andy J. Ma, Pong C. Yuen

IAAI18 - Deployed

Sketch Worksheets in STEM Classrooms: Two Deployments PDF
Kenneth D. Forbus, Bridget Garnier, Basil Tikoff, Wayne Marko, Madeline Usher, Matthew McLure
Horizontal Scaling With a Framework for Providing AI Solutions Within a Game Company PDF
John F. Kolen, Mohsen Sardari, Marwan Mattar, Nick Peterson, Meng Wu
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
SmartHS: An AI Platform for Improving Government Service Provision PDF
Yongqing Zheng, Han Yu, Lizhen Cui, Chunyan Miao, Cyril Leung, Qiang Yang

IAAI18 - Emerging

Death vs. Data Science: Predicting End of Life PDF
Muhammad A. Ahmad, Carly Eckert, Greg McKelvey, Kiyana Zolfagar, Anam Zahid, Ankur Teredesai
Classification of Malware by Using Structural Entropy on Convolutional Neural Networks PDF
Daniel Gibert, Carles Mateu, Jordi Planes, Ramon Vicens
Is a Picture Worth a Thousand Words? A Deep Multi-Modal Architecture for Product Classification in E-Commerce PDF
Tom Zahavy, Abhinandan Krishnan, Alessandro Magnani, Shie Mannor

EAAI18 - Full Papers

Introducing Ethical Thinking About Autonomous Vehicles Into an AI Course PDF
Heidi Furey, Fred Martin
An E-Learning Recommender That Helps Learners Find the Right Materials PDF
Blessing Mbipom, Stewart Massie, Susan Craw

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

Senior Track

Learning Fast and Slow: Levels of Learning in General Autonomous Intelligent Agents PDF
John E. Laird, Shiwali Mohan
Imagination Machines: A New Challenge for Artificial Intelligence PDF
Sridhar Mahadevan

Doctoral Consortium

Adaptive and Dynamic Team Formation for Strategic and Tactical Planning PDF
Sara Marie Mc Carthy
Building More Explainable Artificial Intelligence With Argumentation PDF
Zhiwei Zeng, Chunyan Miao, Cyril Leung, Jing Jih Chin

Student Abstracts

Preliminary Results on Exploration-Driven Satisfiability Solving PDF
Md Solimul Chowdhury, Martin Müller, Jia-Huai You
Towards Experienced Anomaly Detector Through Reinforcement Learning PDF
Chengqiang Huang, Yulei Wu, Yuan Zuo, Ke Pei, Geyong Min
Learning Abduction Under Partial Observability PDF
Brendan Juba, Zongyi Li, Evan Miller
Semantic Understanding for Contextual In-Video Advertising PDF
Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta
Decision Making Over Combinatorially-Structured Domains PDF
Andrea Martin, K. Brent Venable
Balancing Lexicographic Fairness and a Utilitarian Objective With Application to Kidney Exchange PDF
Duncan C. McElfresh, John P. Dickerson
Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models PDF
Zhao Meng, Lili Mou, Zhi Jin
Goal Recognition in Incomplete Domain Models PDF
Ramon Fraga Pereira, Felipe Meneguzzi
Relating Children’s Automatically Detected Facial Expressions to Their Behavior in RoboTutor PDF
Mayank Saxena, Rohith Krishnan Pillai, Jack Mostow
Solving Generalized Column Subset Selection With Heuristic Search PDF
Swair Shah, Baokun He, Ke Xu, Crystal Maung, Haim Schweitzer
Different Cycle, Different Assignment: Diversity in Assignment Problems With Multiple Cycles PDF
Helge Spieker, Arnaud Gotlieb, Morten Mossige
Variance Reduced K-Means Clustering PDF
Yawei Zhao, Yuewei Ming, Xinwang Liu, En Zhu, Jianping Yin

Demonstrations

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


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