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 - Computational Sustainability and AI

Dispatch Guided Allocation Optimization for Effective Emergency Response PDF
Supriyo Ghosh, Pradeep Varakantham

AAAI18 - Game Theory and Economic Paradigms

Fair Rent Division on a Budget PDF
Ariel D. Procaccia, Rodrigo A. Velez, Dingli Yu
Non-Exploitable Protocols for Repeated Cake Cutting PDF
Omer Tamuz, Shai Vardi, Juba Ziani
It Takes (Only) Two: Adversarial Generator-Encoder Networks PDF
Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky
Incentive-Compatible Forecasting Competitions PDF
Jens Witkowski, Rupert Freeman, Jennifer Wortman Vaughan, David M. Pennock, Andreas Krause
Strategic Coordination of Human Patrollers and Mobile Sensors With Signaling for Security Games PDF
Haifeng Xu, Kai Wang, Phebe Vayanos, Milind Tambe

AAAI18 - Knowledge Representation and Reasoning

A Framework and Positive Results for IAR-answering PDF
Despoina Trivela, Giorgos Stoilos, Vasilis Vassalos
On the Satisfiability Problem of Patterns in SPARQL 1.1 PDF
Xiaowang Zhang, Jan Van den Bussche, Kewen Wang, Zhe Wang

AAAI18 - Machine Learning Applications

Deep-Treat: Learning Optimal Personalized Treatments From Observational Data Using Neural Networks PDF
Onur Atan, James Jordon, Mihaela van der Schaar
DeepHit: A Deep Learning Approach to Survival Analysis With Competing Risks PDF
Changhee Lee, William R. Zame, Jinsung Yoon, Mihaela van der Schaar
Model-Free Iterative Temporal Appliance Discovery for Unsupervised Electricity Disaggregation PDF
Mark Valovage, Akshay Shekhawat, Maria Gini

AAAI18 - Machine Learning Methods

Graph Scan Statistics With Uncertainty PDF
Jose Cadena, Arinjoy Basak, Anil Vullikanti, Xinwei Deng
Mining Heavy Temporal Subgraphs: Fast Algorithms and Applications PDF
Jose Cadena, Anil Vullikanti
Learning With Options That Terminate Off-Policy PDF
Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé
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
Building Deep Networks on Grassmann Manifolds PDF
Zhiwu Huang, Jiqing Wu, Luc Van Gool
On Value Function Representation of Long Horizon Problems PDF
Lucas Lehnert, Romain Laroche, Harm van Seijen
A Parallelizable Acceleration Framework for Packing Linear Programs PDF
Palma London, Shai Vardi, Adam Wierman, Hanling Yi
Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains PDF
Alejandro Molina, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting
SAGA: A Submodular Greedy Algorithm for Group Recommendation PDF
Shameem A. Puthiya Parambath, Nishant Vijayakumar, Sanjay Chawla
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
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
Bayesian Functional Optimization PDF
Ngo Anh Vien, Heiko Zimmermann, Marc Toussaint
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
MERCS: Multi-Directional Ensembles of Regression and Classification Trees PDF
Elia Van Wolputte, Evgeniya Korneva, Hendrik Blockeel
Learning Mixtures of Random Utility Models PDF
Zhibing Zhao, Tristan Villamil, Lirong Xia

AAAI18 - NLP and Knowledge Representation

Never Retreat, Never Retract: Argumentation Analysis for Political Speeches PDF
Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata

AAAI18 - NLP and Machine Learning

Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization PDF
Abhishek Kumar Singh, Manish Gupta, Vasudeva Varma
Multi-attention Recurrent Network for Human Communication Comprehension PDF
Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency

AAAI18 - Planning and Scheduling

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

Learning Mixtures of MLNs PDF
Mohammad Maminur Islam, Somdeb Sarkhel, Deepak Venugopal

AAAI18 - Search and Constraint Satisfaction

Community-Based Trip Sharing for Urban Commuting PDF
Mohd. Hafiz Hasan, Pascal Van Hentenryck, Ceren Budak, Jiayu Chen, Chhavi Chaudhry

AAAI18 - Vision

Acquiring Common Sense Spatial Knowledge Through Implicit Spatial Templates PDF
Guillem Collell, Luc Van Gool, Marie-Francine Moens
Unravelling Robustness of Deep Learning Based Face Recognition Against Adversarial Attacks PDF
Gaurav Goswami, Nalini Ratha, Akshay Agarwal, Richa Singh, Mayank Vatsa
Diverse Beam Search for Improved Description of Complex Scenes PDF
Ashwin K. Vijayakumar, Michael Cogswell, Ramprasaath R. Selvaraju, Qing Sun, Stefan Lee, David Crandall, Dhruv Batra
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

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

IAAI18 - Emerging

Assessing National Development Plans for Alignment With Sustainable Development Goals via Semantic Search PDF
Jonathan Galsurkar, Moninder Singh, Lingfei Wu, Aditya Vempaty, Mikhail Sushkov, Devika Iyer, Serge Kapto, Kush R. Varshney
Classification of Malware by Using Structural Entropy on Convolutional Neural Networks PDF
Daniel Gibert, Carles Mateu, Jordi Planes, Ramon Vicens
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
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

Doctoral Consortium

Enhancing Machine Learning Classification for Electrical Time Series Applications PDF
Mark Valovage

Student Abstracts

Decision Making Over Combinatorially-Structured Domains PDF
Andrea Martin, K. Brent Venable
Influence Maximization for Social Network Based Substance Abuse Prevention PDF
Aida Rahmattalabi, Anamika Barman Adhikari, Phebe Vayanos, Milind Tambe, Eric Rice, Robin Baker

Demonstrations

Interactive Machine Learning at Scale With CHISSL PDF
Dustin Arendt, Emily Grace, Svitlana Volkova
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


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