| 2016 | High Dimensional Structured Estimation with Noisy Designs. | Amir Asiaee T., Soumyadeep Chatterjee, Arindam Banerjee |
| 2016 | Differentially Private Significance Testing on Paired-Sample Data. | Christine Task, Chris Clifton |
| 2016 | Node Classification in Signed Social Networks. | Jiliang Tang, Charu C. Aggarwal, Huan Liu |
| 2016 | Structural Orthogonal Procrustes Regression for Face Recognition with Pose Variations and Misalignment. | Ying Tai, Jian Yang, Fanlong Zhang, Yigong Zhang, Lei Luo, Jianjun Qian |
| 2016 | A Fast Kernel for Attributed Graphs. | Yu Su, Fangqiu Han, Richard E. Harang, Xifeng Yan |
| 2016 | Untitled record | Afonso Expedito Da Silva, Lucas L. Sanches, Antonio C. Fraideinberze, Robson L. F. Cordeiro |
| 2016 | Speeding Up All-Pairwise Dynamic Time Warping Matrix Calculation. | Diego Furtado Silva, Gustavo E. A. P. A. Batista |
| 2016 | DPClass: An Effective but Concise Discriminative Patterns-Based Classification Framework. | Jingbo Shang, Wenzhu Tong, Jian Peng, Jiawei Han |
| 2016 | Discriminative Training of Structured Dictionaries via Block Orthogonal Matching Pursuit. | Wenling Shang, Kihyuk Sohn, Honglak Lee, Anna C. Gilbert |
| 2016 | MACFP: Maximal Approximate Consecutive Frequent Pattern Mining under Edit Distance. | Jingbo Shang, Jian Peng, Jiawei Han |
| 2016 | On finding the maximum edge biclique in a bipartite graph: a subspace clustering approach. | Eran Shaham, Honghai Yu, Xiaoli Li |
| 2016 | LODES: Local Density Meets Spectral Outlier Detection. | Saket Sathe, Charu C. Aggarwal |
| 2016 | Stochastic Co-clustering for Document-Term Data. | Aghiles Salah, Nicoleta Rogovschi, Mohamed Nadif |
| 2016 | Temporal Kernel Descriptors for Learning with Time-sensitive Patterns. | Doyen Sahoo, Abhishek Sharma, Steven C. H. Hoi, Peilin Zhao |
| 2016 | Finding Surprisingly Frequent Patterns of Variable Lengths in Sequence Data. | Reza Sadoddin, Jrg Sander, Davood Rafiei |
| 2016 | Geometric methods to accelerate | Petr Rysav, Greg Hamerly |
| 2016 | Collective Opinion Spam Detection using Active Inference. | Shebuti Rayana, Leman Akoglu |
| 2016 | A Scalable Approach for Outlier Detection in Edge Streams Using Sketch-based Approximations. | Stephen Ranshous, Steve Harenberg, Kshitij Sharma, Nagiza F. Samatova |
| 2016 | FairPlay: Fraud and Malware Detection in Google Play. | Mahmudur Rahman, Mizanur Rahman, Bogdan Carbunar, Duen Horng Chau |
| 2016 | Unstable Communities in Network Ensembles. | Ahsanur Rahman, Steve T. K. Jan, Hyunju Kim, B. Aditya Prakash, T. M. Murali |
| 2016 | Constrained Group Testing to Predict Binding Response of Candidate Compounds. | Paul Quint, Stephen D. Scott, N. V. Vinodchandran, Bradley Worley |
| 2016 | Routine Mining Based Anomaly Detection in Mobile Phone Data. | Tian Qin, Guojie Song, Sizhen Du |
| 2016 | Structured Regression on Multilayer Networks. | Athanasia Polychronopoulou, Zoran Obradovic |
| 2016 | On Skewed Multi-dimensional Distributions: the FusionRP Model, Algorithms, and Discoveries. | Venkata Krishna Pillutla, Zhanpeng Fang, Pravallika Devineni, Christos Faloutsos, Danai Koutra, Jie Tang |
| 2016 | Scalable Anomaly Ranking of Attributed Neighborhoods. | Bryan Perozzi, Leman Akoglu |