AAAI

Noisy Submodular Maximization via Adaptive Sampling with Applications to Crowdsourced Image Collection Summarization

Adish Singla, Sebastian Tschiatschek, Andreas Krause

Comments Extended version of AAAI'16 paper

Modeling Dynamic Relationships Between Characters in Literary Novels

Snigdha Chaturvedi, Shashank Srivastava, Hal Daume, Chris Dyer

Comments 9 pages, 1 figure. Accepted at AAAI 2016

On the Depth of Deep Neural Networks: A Theoretical View

Shizhao Sun, Wei Chen, Liwei Wang, Xiaoguang Liu, Tie-Yan Liu

Comments AAAI 2016

Algorithms for Differentially Private Multi-Armed Bandits

Aristide Tossou, Christos Dimitrakakis

Journal ref AAAI 2016, Feb 2016, Phoenix, Arizona, United States

A Symbolic SAT-based Algorithm for Almost-sure Reachability with Small Strategies in POMDPs

Krishnendu Chatterjee, Martin Chmelik, Jessica Davies

Comments Full version of "A Symbolic SAT-based Algorithm for Almost-sure Reachability with Small Strategies in POMDPs" AAAI 2016

TGSum: Build Tweet Guided Multi-Document Summarization Dataset

Ziqiang Cao, Chengyao Chen, Wenjie Li, Sujian Li, Furu Wei, Ming Zhou

Comments 7 pages, 1 figure in AAAI 2016

A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations

Shengxian Wan, Yanyan Lan, Jiafeng Guo, Jun Xu, Liang Pang, Xueqi Cheng

Comments Accepted by AAAI-2016

Reinforcement Learning with Parameterized Actions

Warwick Masson, Pravesh Ranchod, George Konidaris

Comments Accepted for AAAI 2016

Reinstating Combinatorial Protections for Manipulation and Bribery in Single-Peaked and Nearly Single-Peaked Electorates

Vijay Menon, Kate Larson

Comments 28 pages; A shorter version of this paper will appear at the 30th AAAI Conference on Artificial Intelligence (AAAI-16)

MOOCs Meet Measurement Theory: A Topic-Modelling Approach

Jiazhen He, Benjamin I. P. Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, Jeffrey Chan

Comments 12 pages, 9 figures; accepted into AAAI'2016

Pose-Guided Human Parsing with Deep Learned Features

Fangting Xia, Jun Zhu, Peng Wang, Alan Yuille

Comments 12 pages, 10 figures, a shortened version of this paper was accepted by AAAI 2016

Near-Optimal Active Learning of Multi-Output Gaussian Processes

Yehong Zhang, Trong Nghia Hoang, Kian Hsiang Low, Mohan Kankanhalli

Comments 30th AAAI Conference on Artificial Intelligence (AAAI 2016), Extended version with proofs, 13 pages

Designing for Collaborative Sensemaking: Using Expert & Non-Expert Crowd

Nitesh Goyal

Comments conference in Companion of The Third AAAI Conference on Human Computation and Crowdsourcing (HCOMP-2015). arXiv admin note: substantial text overlap with arXiv:1511.05737

Noise-adaptive Margin-based Active Learning and Lower Bounds under Tsybakov Noise Condition

Yining Wang, Aarti Singh

Comments 16 pages, 2 figures. An abridged version to appear in Thirtieth AAAI Conference on Artificial Intelligence (AAAI), which is held in Phoenix, AZ USA in 2016

Approximation Algorithms for Route Planning with Nonlinear Objectives

Ger Yang, Evdokia Nikolova

Comments 9 pages, 2 figures, main part of this paper is to be appear in AAAI'16

Stochastic Parallel Block Coordinate Descent for Large-scale Saddle Point Problems

Zhanxing Zhu, Amos J. Storkey

Comments Accepted by AAAI 2016

Gaussian Process Planning with Lipschitz Continuous Reward Functions: Towards Unifying Bayesian Optimization, Active Learning, and Beyond

Chun Kai Ling, Kian Hsiang Low, Patrick Jaillet

Comments 30th AAAI Conference on Artificial Intelligence (AAAI 2016), Extended version with proofs, 17 pages

Learning Deep $\ell_0$ Encoders

Zhangyang Wang, Qing Ling, Thomas S. Huang

Comments Full paper at AAAI 2016

Actually, It's About Ethics in Computational Social Science: A Multi-party Risk-Benefit Framework for Online Community Research

Brian C. Keegan, J. Nathan Matias

Comments 5 pages, 1 figure; AAAI Spring Symp. on Observational Studies through Social Media and Other Human-Generated Content, 2016

Joint Word Representation Learning using a Corpus and a Semantic Lexicon

Danushka Bollegala, Alsuhaibani Mohammed, Takanori Maehara, Ken-ichi Kawarabayashi

Comments Accepted to AAAI-2016

Journal ref Proceedings of the AAAI 2016

Wishart Mechanism for Differentially Private Principal Components Analysis

Wuxuan Jiang, Cong Xie, Zhihua Zhang

Comments A full version with technical proofs. Accepted to AAAI-16

Learning to Answer Questions From Image Using Convolutional Neural Network

Lin Ma, Zhengdong Lu, Hang Li

Comments 7 pages, 4 figures. Accepted by AAAI 2016

Automatic Synthesis of Geometry Problems for an Intelligent Tutoring System

Chris Alvin, Sumit Gulwani, Rupak Majumdar, Supratik Mukhopadhyay

Comments A formal version of the accepted AAAI '14 paper

Emoticons vs. Emojis on Twitter: A Causal Inference Approach

Umashanthi Pavalanathan, Jacob Eisenstein

Comments In review at AAAI Spring Symposium 2016

Spatially Encoding Temporal Correlations to Classify Temporal Data Using Convolutional Neural Networks

Zhiguang Wang, Tim Oates

Comments Submit to JCSS. Preliminary versions are appeared in AAAI 2015 workshop and IJCAI 2016 [arXiv:1506.00327]

Robust Image Sentiment Analysis Using Progressively Trained and Domain Transferred Deep Networks

Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang

Comments 9 pages, 5 figures, AAAI 2015

Exploiting Reduction Rules and Data Structures: Local Search for Minimum Vertex Cover in Massive Graphs

Yi Fan, Chengqian Li, Zongjie Ma, LjiLjana Brankovic, Vladimir Estivill-Castro, Abdul Sattar

Comments 7 pages, 3 figures, 2 tables, 6 algorithms, submitted to AAAI-16

Local Variation of Collective Attention in Hashtag Spike Trains

Ceyda Sanli, Renaud Lambiotte

Comments 5 pages, 3 figures. Technical Report of the International AAAI Conference on Weblogs and Social Media (ICWSM-15) Workshop 3: Modeling and Mining Temporal Interactions

Eliciting Disease Data from Wikipedia Articles

Geoffrey Fairchild, Lalindra De Silva, Sara Y. Del Valle, Alberto M. Segre

Comments 9 pages, 3 figures, 4 tables, accepted to 2015 ICWSM Wikipedia workshop; v2 includes author formatting fixes and a few sentences removed to make it 8 pages (although arXiv renders it as 9); v3 uses embedded type 1 fonts in the figures and title-cases the title (required by AAAI); v4 fixes typo in abstract

Crowd Access Path Optimization: Diversity Matters

Besmira Nushi, Adish Singla, Anja Gruenheid, Erfan Zamanian, Andreas Krause, Donald Kossmann

Comments 10 pages, 3rd AAAI Conference on Human Computation and Crowdsourcing (HCOMP 2015)