Presentations and Authors


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Track:
 

AAAI18 - Game Theory and Economic Paradigms

Multiwinner Elections With Diversity Constraints PDF
Robert Bredereck, Piotr Faliszewski, Ayumi Igarashi, Martin Lackner, Piotr Skowron
Cooperative Games With Bounded Dependency Degree PDF
Ayumi Igarashi, Rani Izsak, Edith Elkind
Committee Selection with Intraclass and Interclass Synergies PDF
Rani Izsak, Nimrod Talmon, Gerhard J. Woeginger
Approximately Stable Matchings With Budget Constraints PDF
Yasushi Kawase, Atsushi Iwasaki

AAAI18 - Heuristic Search and Optimization

Accelerated Best-First Search With Upper-Bound Computation for Submodular Function Maximization PDF
Shinsaku Sakaue, Masakazu Ishihata

AAAI18 - Knowledge Representation and Reasoning

TorusE: Knowledge Graph Embedding on a Lie Group PDF
Takuma Ebisu, Ryutaro Ichise
Answering Regular Path Queries over SQ Ontologies PDF
Víctor Gutiérrez-Basulto, Yazmín Ibáñez-García, Jean Christoph Jung
Qualitative Reasoning About Cardinal Directions Using Answer Set Programming PDF
Yusuf Izmirlioglu, Esra Erdem
Probabilistic Inference Over Repeated Insertion Models PDF
Batya Kenig, Lovro Ilijasić, Haoyue Ping, Benny Kimelfeld, Julia Stoyanovich

AAAI18 - Machine Learning Methods

Approximate and Exact Enumeration of Rule Models PDF
Satoshi Hara, Masakazu Ishihata
Deep Reinforcement Learning That Matters PDF
Peter Henderson, Riashat Islam, Philip Bachman, Joelle Pineau, Doina Precup, David Meger
Selective Experience Replay for Lifelong Learning PDF
David Isele, Akansel Cosgun
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
Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling PDF
Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto

AAAI18 - Multiagent Systems

POMDP-Based Decision Making for Fast Event Handling in VANETs PDF
Shuo Chen, Athirai A. Irissappane, Jie Zhang
Maximizing Influence in an Unknown Social Network PDF
Bryan Wilder, Nicole Immorlica, Eric Rice, Milind Tambe

AAAI18 - NLP and Machine Learning

Neural Machine Translation with Gumbel-Greedy Decoding PDF
Jiatao Gu, Daniel Jiwoong Im, Victor O.K. Li

AAAI18 - NLP and Text Mining

Semi-Distantly Supervised Neural Model for Generating Compact Answers to Open-Domain Why Questions PDF
Ryo Ishida, Kentaro Torisawa, Jong-Hoon Oh, Ryu Iida, Canasai Kruengkrai, Julien Kloetzer

AAAI18 - Reasoning under Uncertainty

Lifted Generalized Dual Decomposition PDF
Nicholas Gallo, Alexander Ihler
Learning Mixtures of MLNs PDF
Mohammad Maminur Islam, Somdeb Sarkhel, Deepak Venugopal
Anytime Anyspace AND/OR Best-First Search for Bounding Marginal MAP PDF
Qi Lou, Rina Dechter, Alexander Ihler

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
On Cryptographic Attacks Using Backdoors for SAT PDF
Alexander Semenov, Oleg Zaikin, Ilya Otpuschennikov, Stepan Kochemazov, Alexey Ignatiev

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
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
Discovering Program Topoi Through Clustering PDF
Carlo Ieva, Arnaud Gotlieb, Souhila Kaci, Nadjib Lazaar

IAAI18 - Challenge

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

Student Abstracts

Skyline Computation for Low-Latency Image-Activated Cell Identification PDF
Kenichi Koizumi, Kei Hiraki, Mary Inaba
Constructing Hierarchical Bayesian Networks With Pooling PDF
Kaneharu Nishino, Mary Inaba
Comparing Reward Shaping, Visual Hints, and Curriculum Learning PDF
Rey Pocius, David Isele, Mark Roberts, David W. Aha


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