Submissions to the Open Science Award

SNNAP: Solver-based Nearest Neighbor for Algorithm Portfolios
Marco Collautti, Yuri Malitsky, and Barry O’Sullivan
Implementation
Fast Variational Bayesian Linear State-Space Model
Jaakko Luttinen
Implementation
Shared Structure Learning for Multiple Tasks with Multiple Views
Xin Jin, Fuzhen Zhuang, Shuhui Wang, Qing He, and Zhongzhi Shi
Implementation
How Long will She Call Me? Distribution, Social Theory and Duration Prediction
Yuxiao Dong, Jie Tang, Tiancheng Lou, Bin Wu, and Nitesh Chawla
Implementation
Community Distribution Outlier Detection in Heterogeneous Information Networks
Manish Gupta, Jing Gao, and Jiawei Han
Implementation
Parallel Gaussian Process Optimization with Upper Confidence Bound and Pure Exploration
Emile Contal, David Buffoni, Alexandre Robicquet, and Nicolas Vayatis
Implementation
A Fast Approximation of the Weisfeiler-Lehman Graph Kernel for RDF Data
Gerben De Vries
Implementation
Locally Linear Landmarks for Large-Scale Manifold Learning
Max Vladymyrov and Miguel Carreira-Perpinan
Implementation
The Stochastic Gradient Descent for the Primal L1-SVM Optimization Revisited
Constantinos Panagiotakopoulos and Petroula Tsampouka
Implementation
Spatio-Temporal Random Fields: Compressible Representation and Distributed Estimation
Nico Piatkowski, Sangkyun Lee, and Katharina Morik
Implementation
Itemset Based Sequence Classification
Cheng Zhou, Boris Cule, and Bart Goethals
Implementation
Block Coordinate Descent Algorithms for Large-scale Sparse Multiclass Classification
Mathieu Blondel, Kazuhiro Seki, and Kuniaki Uehara
Implementation
Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation
Song Liu, John Quinn, Michael Gutmann, and Masashi Sugiyama
Implementation
Expectation maximization for average reward decentralized POMDPs
Joni Pajarinen and Jaakko Peltonen
Implementation
Taxonomic Prediction with Tree-Structured Covariances
Matthew Blaschko, Wojciech Zaremba, and Arthur Gretton
Implementation
Semi-supervised Gaussian Process Ordinal Regression
Srijith P. K., Shirish Shevade, and Sundararajan S.
Implementation
Evasion attacks against machine learning at test time
Battista Biggio, Igino Corona, Davide Maiorca, Blaine Nelson, Nedim Srndic, Pavel Laskov, Giorgio Giacinto, and Fabio Roli
Implementation
Boot-strapping Language Identifiers for Short Colloquial Postings
Moises Goldszmidt, Marc Najork, and Stelios Paparizos
Implementation
What Distinguish One from Its Peers in Social Network?
Yi-Chen Lo, Jhao-Yin Li, Mi-Yen Yeh, Shou-De Lin, and Jian Pei
Implementation

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