| Poster Title | Presenting Author/ Complete List of Authors |
| Inferring Multilateral Relations from Dynamic Bilateral Interactions | Aaron Schein / Aaron Schein, Juston Moore, Hanna Wallach |
| Sparse Neural Networks and Random-Access Pixel Cameras for Energy Efficient Mobile Gaze Tracking | Addison Mayberry / Addison Mayberry, Pan Hu, Christopher Salthouse, Benjamin Marlin, Deepak Ganesan |
| Relational Dependency Networks for Anomaly Detection | Amanda Gentzel / Amanda Gentzel, Elisabeth Baseman, Dan Corkill, David Jensen |
| Dynamically Generated CRFs for Morphological Analysis of Noisy ECG Data | Annamalai Natarajan / Annamalai Natarajan, Edward Gaiser, Gustavo Angarita, Robert Malison, Deepak Ganesan, Benjamin Marlin |
| Generative and Discriminative Models for Improving Noisy Training Data for Relation Extraction | Benjamin Roth / Benjamin Roth, Dietrich Klakow |
| Hierarchical Conditional Random Fields for Outlier Detection: An Application to Detecting Epileptogenic Cortical Malformations | Bilal Ahmed / Bilal Ahmed, Thomas Thesen, Karen Blackmon, Orrin Devinsky, Ruben Kuzniecky, and Carla E. Brodley |
| Boundary algorithm for fast online classification and regression | Charles Mathy / Charles Mathy, Nate Derbinsky, Jose Bento, Jonathan Rosenthal, Jonathan Yedidia |
| Best Response Bayesian Reinforcement Learning for Multiagent Systems with State Uncertainty | Chris Amato / Frans A. Oliehoek and Christopher Amato |
| Learning Dirichlet Priors for Affordance Aware Planning | David Abel and Gabriel Barth-Maron / David Abel, Gabriel Barth-Maron, James MacGlashan, Stefanie Tellex |
| Learning with Mixtures of Dependency Networks | David Arbour / David Arbour, David Jensen |
| Employment of Frank-Wolfe algorithm to perform marginal inference in a Gibbs distribution | David Belanger |
| Restricted Memory Online Variational Bayesian Changepoint Detection | Diana Cai / Diana Cai, Ryan Adams |
| Learning Modular Structures from Network Data and Node Variables | Elham Azizi / Elham Azizi, Edoardo M. Airoldi, James E. Galagan |
| Dynamic Statistical Models of Collective Social Network Behavior | Elisabeth Baseman / Elisabeth Baseman, Stephen Judd, Michael Kearns, David Jensen |
| Fast Margin-based Cost-sensitive Classification | Feng Nan / Feng Nan, Joseph Wang, Kirill Trapeznikov, Venkatesh Saligrama |
| Multi-Step Stochastic ADMM in High Dimensions: Applications to Sparse Optimization and Noisy Matrix Decomposition | Hanie Sedghi |
| Augur: a Modeling Language for Data-Parallel Probabilistic Inference | Jean-Baptiste Tristan / Jean-Baptiste Tristan, Daniel Huang, Joseph Tassarotti, Adam Pocock, Stephen J. Green, Guy L. Steele Jr |
| Connected Sub-graph Detection | Jing Qian / Jing Qian, Venkatesh Saligrama, Yuting Chen |
| An information-theoretic analysis of resampling in sequential Monte Carlo | Jonathan Huggins / Jonathan H. Huggins and Daniel M. Roy |
| Text analysis techniques for nominating contact offenders in peer-to-peer file sharing networks | Juston Moore / Juston Moore, Brian Levine, Marc Liberatore, Hanna Wallach, Janis Wolak |
| A Sound and Complete Algorithm for Learning Causal Models from Relational Data | Katerina Marazopoulou / Marc Maier, Katerina Marazopoulou, David Arbour, David Jensen |
| Time Series Analysis of Mobile Data Usage Reveals Geographic Location | Keen Sung / Keen Sung, Erik Learned-Miller, Brian Levine, Marc Liberatore |
| Evaluating Topic Models through Histogram Analysis | Kriste Krstovski / Kriste Krstovski, David A. Smith and Michael J. Kurtz |
| A Graphical Model for Entity-based Document Retrieval | Laura Dietz / Laura Dietz, Jeffrey Dalton, Bruce Croft |
| Classifier-Adjusted Density Estimation for Anomaly Detection and One-Class | Lisa Friedland / Lisa Friedland, Amanda Gentzel, David Jensen |
| Learning of Overcomplete Latent Variable Models: Supervised and Semi-supervised Settings | Majid Janzamin |
| Tensor Factorization for Large-Scale Relational Learning | Maximilian Nickel / Maximilian Nickel, Volker Tresp |
| Person Re-Identification using Kernel-based Metric Learning Methods | Mengran Gou / Fei Xiong, Mengran Gou, Octavia Camps, Mario Sznaier |
| Regression with No Labeled Data | Mohammad Gheshlaghi Azar / Mohammad Gheshlaghi Azar and Konrad Kording |
| Inferring Helpful Actions | Nakul Gopalan / Nakul Gopalan, Izaak Baker, Stefanie Tellex |
| DISCOMAX: Distance Correlation Maximization using Graph Laplacians | Praneeth Vepakomma / Praneeth Vepakomma, Chetan Tonde, Ahmed Elgammal |
| Towards Collaborative Filtering Recommender Systems for Tailored Health Communications | Roy Adams |
| Deterministic Feature Selection for Linear Support Vector Machines | Saurabh Paul / Saurabh Paul, Malik Magdon-Ismail and Petros Drineas |
| The Value of Temporal Data for Learning Influence Networks | Spyros Zoumpoulis / Munther Dahleh, John Tsitsiklis, Spyros Zoumpoulis |
| Co-Planning via Inverse Reinforcement Learning | Stephen Brawner / Stephen Brawner, Lee Painton, Stefanie Tellex, Michael Littman |
| A Kernel-Based Framework for Learning with Irregularly Sampled Physiological Time Series | Steve Li |
| Gradient-based inference for higher-order probabilistic programming languages | Tianlin Shi / Alexey Radul, Vikash K. Mansinghka |
| Sensing-Aware kernel SVMs | Weicong Ding / Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl |
| Authorship attribution of unsigned Supreme Court opinions | William Li / William Li, Pablo Azar, David Larochelle, Phil Hill, James Cox, Robert C. Berwick, Andrew W. Lo |
| Modeling and Prediction of Heart-Related Hospitalization Using Electronic Health Records Data | Wuyang Dai / Wuyang Dai, Theodora Brisimi, Venkatesh Saligrama, Ioannis Ch. Paschalidis |
| Learning dynamic spatiotemporal fields using data from mobile sensors | Xiaodong Lan / Xiaodong Lan and Mac Schwager |
| Handling Physician Subjectivity in the Prediction of Disease Course: An Application to Multiple Sclerosis | Yijun Zhao / Yijun Zhao, Carla Brodley, Tanuja Chitnis, Brian C. Healy |
| A Convex Moments-based Approach to Subspace Clustering with Priors | Yin Wang / Yin Wang, Yongfang Cheng, Mario Sznaier, Octavia Camps |
| Formal Methods for Learning and Detection of Anomalous Behavior in Cyber-Physcial Systems | Zhaodan Kong / Zhaodan Kong, Austin Jones, Calin Belta |
For any questions, please contact MLday14@microsoft.com.