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AAAI
2015
4 years 10 days ago
Learning to Uncover Deep Musical Structure
The overarching goal of music theory is to explain the inner workings of a musical composition by examining the structure of the composition. Schenkerian music theory supposes tha...
Phillip B. Kirlin, David Jensen
AAAI
2015
4 years 10 days ago
Using Machine Teaching to Identify Optimal Training-Set Attacks on Machine Learners
We investigate a problem at the intersection of machine learning and security: training-set attacks on machine learners. In such attacks an attacker contaminates the training data...
Shike Mei, Xiaojin Zhu
AAAI
2015
4 years 10 days ago
Fair Information Sharing for Treasure Hunting
In a search task, a group of agents compete to be the first to find the solution. Each agent has different private information to incorporate into its search. This problem is in...
Yiling Chen, Kobbi Nissim, Bo Waggoner
AAAI
2015
4 years 10 days ago
Incentivizing Users for Balancing Bike Sharing Systems
Bike sharing systems have been recently adopted by a growing number of cities as a new means of transportation offering citizens a flexible, fast and green alternative for mobili...
Adish Singla, Marco Santoni, Gábor Bart&oac...
AAAI
2015
4 years 10 days ago
Scheherazade: Crowd-Powered Interactive Narrative Generation
Interactive narrative is a form of storytelling in which users affect a dramatic storyline through actions by assuming the role of characters in a virtual world. This extended abs...
Boyang Li, Mark O. Riedl
AAAI
2015
4 years 10 days ago
Grounded Fixpoints
Algebraical fixpoint theory is an invaluable instrument for studying semantics of logics. For example, all major semantics of logic programming, autoepistemic logic, default logi...
Bart Bogaerts 0001, Joost Vennekens, Marc Denecker
AAAI
2015
4 years 10 days ago
Solving Distributed Constraint Optimization Problems Using Logic Programming
This paper explores the use of answer set programming (ASP) in solving distributed constraint optimization problems (DCOPs). It makes the following contributions: (i) It shows how...
Tiep Le, Tran Cao Son, Enrico Pontelli, William Ye...
AAAI
2015
4 years 10 days ago
Ranking with Recursive Neural Networks and Its Application to Multi-Document Summarization
We develop a Ranking framework upon Recursive Neural Networks (R2N2) to rank sentences for multi-document summarization. It formulates the sentence ranking task as a hierarchical ...
Ziqiang Cao, Furu Wei, Li Dong, Sujian Li, Ming Zh...
AAAI
2015
4 years 10 days ago
The Network Data Repository with Interactive Graph Analytics and Visualization
(NR) is the first interactive data repository with a web-based platform for visual interactive analytics. Unlike other data repositories (e.g., UCI ML Data Repository, and SNAP),...
Ryan Rossi, Nesreen Ahmed
AAAI
2015
4 years 10 days ago
A Regularized Linear Dynamical System Framework for Multivariate Time Series Analysis
Linear Dynamical System (LDS) is an elegant mathematical framework for modeling and learning Multivariate Time Series (MTS). However, in general, it is difficult to set the dimen...
Zitao Liu, Milos Hauskrecht
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