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
Multi-View Multi-Graph Embedding for Brain Network Clustering Analysis PDF
Ye Liu, Lifang He, Bokai Cao, Philip S. Yu, Ann B. Ragin, Alex D. Leow
An AI Planning Solution to Scenario Generation for Enterprise Risk Management PDF
Shirin Sohrabi, Anton V. Riabov, Michael Katz, Octavian Udrea
Synthesis of Programs from Multimodal Datasets PDF
Shantanu Thakoor, Simoni Shah, Ganesh Ramakrishnan, Amitabha Sanyal

AAAI18 - Artificial Intelligence and the Web

Listening to the World Improves Speech Command Recognition PDF
Brian McMahan, Delip Rao
Dynamic Network Embedding by Modeling Triadic Closure Process PDF
Lekui Zhou, Yang Yang, Xiang Ren, Fei Wu, Yueting Zhuang

AAAI18 - Game Playing and Interactive Entertainment

Minesweeper with Limited Moves PDF
Serge Gaspers, Stefan Rümmele, Abdallah Saffidine, Kevin Tran
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

AAAI18 - Game Theory and Economic Paradigms

Rank Maximal Equal Contribution: A Probabilistic Social Choice Function PDF
Haris Aziz, Pang Luo, Christine Rizkallah
Traffic Optimization for a Mixture of Self-Interested and Compliant Agents PDF
Guni Sharon, Michael Albert, Tarun Rambha, Stephen Boyles, Peter Stone

AAAI18 - Heuristic Search and Optimization

Avoiding Dead Ends in Real-Time Heuristic Search PDF
Bence Cserna, William J. Doyle, Jordan S. Ramsdell, Wheeler Ruml
Disjunctive Program Synthesis: A Robust Approach to Programming by Example PDF
Mohammad Raza, Sumit Gulwani

AAAI18 - Human-AI Collaboration

An Interactive Multi-Label Consensus Labeling Model for Multiple Labeler Judgments PDF
Ashish Kulkarni, Narasimha Raju Uppalapati, Pankaj Singh, Ganesh Ramakrishnan
How AI Wins Friends and Influences People in Repeated Games With Cheap Talk PDF
Mayada Oudah, Talal Rahwan, Tawna Crandall, Jacob W. Crandall
Anchors: High-Precision Model-Agnostic Explanations PDF
Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin

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
Partial Truthfulness in Minimal Peer Prediction Mechanisms With Limited Knowledge PDF
Goran Radanovic, Boi Faltings
Information Gathering With Peers: Submodular Optimization With Peer-Prediction Constraints PDF
Goran Radanovic, Adish Singla, Andreas Krause, Boi Faltings
Deep Learning from Crowds PDF
Filipe Rodrigues, Francisco C. Pereira

AAAI18 - Humans and AI

Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients PDF
Andrew Slavin Ross, Finale Doshi-Velez
Beyond Sparsity: Tree Regularization of Deep Models for Interpretability PDF
Mike Wu, Michael C. Hughes, Sonali Parbhoo, Maurizio Zazzi, Volker Roth, Finale Doshi-Velez

AAAI18 - Knowledge Representation and Reasoning

Externally Supported Models for Efficient Computation of Paracoherent Answer Sets PDF
Giovanni Amendola, Carmine Dodaro, Wolfgang Faber, Francesco Ricca
How Many Properties Do We Need for Gradual Argumentation? PDF
Pietro Baroni, Antonio Rago, Francesca Toni
Complexity of Verification in Incomplete Argumentation Frameworks PDF
Dorothea Baumeister, Daniel Neugebauer, Jörg Rothe, Hilmar Schadrack
Convolutional 2D Knowledge Graph Embeddings PDF
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel
Rational Inference Patterns Based on Conditional Logic PDF
Christian Eichhorn, Gabriele Kern-Isberner, Marco Ragni
Question Answering as Global Reasoning Over Semantic Abstractions PDF
Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Dan Roth
Stream Reasoning in Temporal Datalog PDF
Alessandro Ronca, Mark Kaminski, Bernardo Cuenca Grau, Boris Motik, Ian Horrocks

AAAI18 - Machine Learning Applications

Predicting Vehicular Travel Times by Modeling Heterogeneous Influences Between Arterial Roads PDF
Avinash Achar, Venkatesh Sarangan, Rohith Regikumar, Anand Sivasubramaniam
Video-Based Person Re-Identification via Self Paced Weighting PDF
Wenjun Huang, Chao Liang, Yi Yu, Zheng Wang, Weijian Ruan, Ruimin Hu
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
Sequence-to-Sequence Learning via Shared Latent Representation PDF
Xu Shen, Xinmei Tian, Jun Xing, Yong Rui, Dacheng Tao
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video PDF
Nancy X. R. Wang, Ali Farhadi, Rajesh P. N. Rao, Bingni W. Brunton

AAAI18 - Machine Learning Methods

Trace Ratio Optimization With Feature Correlation Mining for Multiclass Discriminant Analysis PDF
Forough Rezaei Boroujeni, Sen Wang, Zhihui Li, Nicholas West, Bela Stantic, Lina Yao, Guodong Long
Teaching a Machine to Read Maps With Deep Reinforcement Learning PDF
Gino Brunner, Oliver Richter, Yuyi Wang, Roger Wattenhofer
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
Automatic Parameter Tying: A New Approach for Regularized Parameter Learning in Markov Networks PDF
Li Chou, Pracheta Sahoo, Somdeb Sarkhel, Nicholas Ruozzi, Vibhav Gogate
Distributional Reinforcement Learning With Quantile Regression PDF
Will Dabney, Mark Rowland, Marc G. Bellemare, Rémi Munos
Learning Across Scales---Multiscale Methods for Convolution Neural Networks PDF
Eldad Haber, Lars Ruthotto, Elliot Holtham, Seong-Hwan Jun
Joint Dictionaries for Zero-Shot Learning PDF
Soheil Kolouri, Mohammad Rostami, Yuri Owechko, Kyungnam Kim
Deep Learning for Case-Based Reasoning Through Prototypes: A Neural Network That Explains Its Predictions PDF
Oscar Li, Hao Liu, Chaofan Chen, Cynthia Rudin
Belief Reward Shaping in Reinforcement Learning PDF
Ofir Marom, Benjamin Rosman
Subgraph Pattern Neural Networks for High-Order Graph Evolution Prediction PDF
Changping Meng, S Chandra Mouli, Bruno Ribeiro, Jennifer Neville
Dynamic Determinantal Point Processes PDF
Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, Takanori Maehara
Joint Learning of Set Cardinality and State Distribution PDF
S. Hamid Rezatofighi, Anton Milan, Qinfeng Shi, Anthony Dick, Ian Reid
Interpretable Graph-Based Semi-Supervised Learning via Flows PDF
Raif M. Rustamov, James T. Klosowski
From Monte Carlo to Las Vegas: Improving Restricted Boltzmann Machine Training Through Stopping Sets PDF
Pedro H. P. Savarese, Mayank Kakodkar, Bruno Ribeiro
Attend and Diagnose: Clinical Time Series Analysis Using Attention Models PDF
Huan Song, Deepta Rajan, Jayaraman J. Thiagarajan, Andreas Spanias
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
Fourier Feature Approximations for Periodic Kernels in Time-Series Modelling PDF
Anthony Tompkins, Fabio Ramos
Information-Theoretic Domain Adaptation Under Severe Noise Conditions PDF
Wei Wang, Hao Wang, Zhi-Yong Ran, Ran He
Zero-Shot Learning via Class-Conditioned Deep Generative Models PDF
Wenlin Wang, Yunchen Pu, Vinay Kumar Verma, Kai Fan, Yizhe Zhang, Changyou Chen, Piyush Rai, Lawrence Carin
Sparse Gaussian Conditional Random Fields on Top of Recurrent Neural Networks PDF
Xishun Wang, Minjie Zhang, Fenghui Ren
Learning Graph-Structured Sum-Product Networks for Probabilistic Semantic Maps PDF
Kaiyu Zheng, Andrzej Pronobis, Rajesh P. N. Rao

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
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
Maximizing Influence in an Unknown Social Network PDF
Bryan Wilder, Nicole Immorlica, Eric Rice, Milind Tambe

AAAI18 - NLP and Machine Learning

A Deep Generative Framework for Paraphrase Generation PDF
Ankush Gupta, Arvind Agarwal, Prawaan Singh, Piyush Rai
Empower Sequence Labeling with Task-Aware Neural Language Model PDF
Liyuan Liu, Jingbo Shang, Xiang Ren, Frank Fangzheng Xu, Huan Gui, Jian Peng, Jiawei Han
Improved Text Matching by Enhancing Mutual Information PDF
Yang Liu, Wenge Rong, Zhang Xiong
Sentence Ordering and Coherence Modeling using Recurrent Neural Networks PDF
Lajanugen Logeswaran, Honglak Lee, Dragomir Radev
DeepType: Multilingual Entity Linking by Neural Type System Evolution PDF
Jonathan Raphael Raiman, Olivier Michel Raiman
Learning Better Name Translation for Cross-Lingual Wikification PDF
Chen-Tse Tsai, Dan Roth
Addressee and Response Selection in Multi-Party Conversations With Speaker Interaction RNNs PDF
Rui Zhang, Honglak Lee, Lazaros Polymenakos, Dragomir Radev

AAAI18 - NLP and Text Mining

Weakly Supervised Induction of Affective Events by Optimizing Semantic Consistency PDF
Haibo Ding, Ellen Riloff
Task-Specific Representation Learning for Web-Scale Entity Disambiguation PDF
Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti

AAAI18 - Planning and Scheduling

Meta-Search Through the Space of Representations and Heuristics on a Problem by Problem Basis PDF
Raquel Fuentetaja, Michael Barley, Daniel Borrajo, Jordan Douglas, Santiago Franco, Patricia Riddle
Load Scheduling of Simple Temporal Networks Under Dynamic Resource Pricing PDF
T. K. Satish Kumar, Zhi Wang, Anoop Kumar, Craig Milo Rogers, Craig A. Knoblock

AAAI18 - Reasoning under Uncertainty

Efficient-UCBV: An Almost Optimal Algorithm Using Variance Estimates PDF
Subhojyoti Mukherjee, K. P. Naveen, Nandan Sudarsanam, Balaraman Ravindran

AAAI18 - Robotics

Iterative Continuous Convolution for 3D Template Matching and Global Localization PDF
Vitor Guizilini, Fabio Ramos
From Virtual Demonstration to Real-World Manipulation Using LSTM and MDN PDF
Rouhollah Rahmatizadeh, Pooya Abolghasemi, Aman Behal, Ladislau Bölöni
Building Continuous Occupancy Maps With Moving Robots PDF
Ransalu Senanayake, Fabio Ramos

AAAI18 - Search and Constraint Satisfaction

Verifying Properties of Binarized Deep Neural Networks PDF
Nina Narodytska, Shiva Kasiviswanathan, Leonid Ryzhyk, Mooly Sagiv, Toby Walsh
Parallel Algorithms for Operations on Multi-Valued Decision Diagrams PDF
Guillaume Perez, Jean-Charles Régin

AAAI18 - Vision

Learning Spatio-Temporal Features With Partial Expression Sequences for On-the-Fly Prediction PDF
Wissam J. Baddar, Yong Man Ro
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks PDF
Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Brute-Force Facial Landmark Analysis With a 140,000-Way Classifier PDF
Mengtian Li, Laszlo Jeni, Deva Ramanan
Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation PDF
Si Liu, Yao Sun, Defa Zhu, Guanghui Ren, Yu Chen, Jiashi Feng, Jizhong Han
SqueezedText: A Real-Time Scene Text Recognition by Binary Convolutional Encoder-Decoder Network PDF
Zichuan Liu, Yixing Li, Fengbo Ren, Wang Ling Goh, Hao Yu
UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss PDF
Simon Meister, Junhwa Hur, Stefan Roth
RAN4IQA: Restorative Adversarial Nets for No-Reference Image Quality Assessment PDF
Hongyu Ren, Diqi Chen, Yizhou Wang
Extreme Low Resolution Activity Recognition With Multi-Siamese Embedding Learning PDF
Michael S. Ryoo, Kiyoon Kim, Hyun Jong Yang
FLIC: Fast Linear Iterative Clustering With Active Search PDF
Jiaxing Zhao, Bo Ren, Qibin Hou, Ming-Ming Cheng, Paul Rosin
HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection PDF
Bohan Zhuang, Qi Wu, Chunhua Shen, Ian Reid, Anton van den Hengel

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

Bandit-Based Solar Panel Control PDF
David Abel, Edward C. Williams, Stephen Brawner, Emily Reif, Michael L. Littman
Novel Exploration Techniques (NETs) for Malaria Policy Interventions PDF
Oliver Bent, Sekou L. Remy, Stephen Roberts, Aisha Walcott-Bryant
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
Learning to Become an Expert: Deep Networks Applied to Super-Resolution Microscopy PDF
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Gesture Annotation With a Visual Search Engine for Multimodal Communication Research PDF
Sergiy Turchyn, Inés Olza Moreno, Cristóbal Pagán Cánovas, Francis F. Steen, Mark Turner, Javier Valenzuela, Soumya Ray
Mars Target Encyclopedia: Rock and Soil Composition Extracted From the Literature PDF
Kiri L. Wagstaff, Raymond Francis, Thamme Gowda, You Lu, Ellen Riloff, Karanjeet Singh, Nina L. Lanza

Student Abstracts

Conditional Linear Regression PDF
Diego Calderon, Brendan Juba, Zongyi Li, Lisa Ruan
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
Influence Maximization for Social Network Based Substance Abuse Prevention PDF
Aida Rahmattalabi, Anamika Barman Adhikari, Phebe Vayanos, Milind Tambe, Eric Rice, Robin Baker
Rating Super-Resolution Microscopy Images With Deep Learning PDF
Louis-Émile Robitaille, Audrey Durand, Marc-André Gardner, Christian Gagné, Paul De Koninck, Flavie Lavoie-Cardinal
Personalized Human Activity Recognition Using Convolutional Neural Networks PDF
Seyed Ali Rokni, Marjan Nourollahi, Hassan Ghasemzadeh
Lifelong Learning Networks: Beyond Single Agent Lifelong Learning PDF
Mohammad Rostami, Eric Eaton

Demonstrations

BaitBuster: A Clickbait Identification Framework PDF
Md Main Uddin Rony, Naeemul Hassan, Mohammad Yousuf


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