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 |