Sciweavers

AAAI
2015
10 years 1 months 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...
112
Voted
AAAI
2015
10 years 1 months 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
101
Voted
AAAI
2015
10 years 1 months 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
AAAI
2015
10 years 1 months ago
Budgeted Prediction with Expert Advice
We consider a budgeted variant of the problem of learning from expert advice with N experts. Each queried expert incurs a cost and there is a given budget B on the total cost of e...
Kareem Amin, Satyen Kale, Gerald Tesauro, Deepak S...
AAAI
2015
10 years 1 months ago
Exploring Information Asymmetry in Two-Stage Security Games
Stackelberg security games have been widely deployed to protect real-world assets. The main solution concept there is the Strong Stackelberg Equilibrium (SSE), which optimizes the...
Haifeng Xu, Zinovi Rabinovich, Shaddin Dughmi, Mil...