| 2017 | GoGP: Fast Online Regression with Gaussian Processes. | Trung Le, Khanh Nguyen, Vu Nguyen, Tu Dinh Nguyen, Dinh Q. Phung |
| 2017 | Identifying Media Bias by Analyzing Reported Speech. | Konstantina Lazaridou, Ralf Krestel, Felix Naumann |
| 2017 | A Budget-Constrained Inverse Classification Framework for Smooth Classifiers. | Michael T. Lash, Qihang Lin, W. Nick Street, Jennifer G. Robinson |
| 2017 | Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. | Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman |
| 2017 | A New Method for Stock Price Prediction Based on MRFs and SSVM. | Lin Lai, Chang Li, Wen Long |
| 2017 | Effective Large-Scale Online Influence Maximization. | Paul Lagre, Olivier Capp, Bogdan Cautis, Silviu Maniu |
| 2017 | Online Learning of Acyclic Conditional Preference Networks from Noisy Data. | Fabien Labernia, Bruno Zanuttini, Brice Mayag, Florian Yger, Jamal Atif |
| 2017 | Extracting Field Oversees' Features in Risk Recognition from Data of Eyes and Utterances. | Noriyuki Kushiro, Yuji Fujita, Yusuke Aoyama |
| 2017 | Word Semantics Based 3-D Convolutional Neural Networks for News Recommendation. | Vaibhav Kumar, Dhruv Khattar, Shashank Gupta, Vasudeva Varma |
| 2017 | User Profiling Based Deep Neural Network for Temporal News Recommendation. | Vaibhav Kumar, Dhruv Khattar, Shashank Gupta, Manish Gupta, Vasudeva Varma |
| 2017 | SLANT+: A Nonlinear Model for Opinion Dynamics in Social Networks. | Bhushan Kulkarni, Sumit Agarwal, Abir De, Sourangshu Bhattacharya, Niloy Ganguly |
| 2017 | High-Dimensional Density Estimation for Data Mining Tasks. | Alexander P. Kuleshov, Alexander Bernstein, Yury Yanovich |
| 2017 | Scalable and Adaptive Algorithms for the Triangle Interdiction Problem on Billion-Scale Networks. | Alan Kuhnle, Victoria G. Crawford, My T. Thai |
| 2017 | Inferring, Summarizing and Mining Multi-source Graph Data. | Danai Koutra |
| 2017 | Collective Entity Resolution in Familial Networks. | Pigi Kouki, Jay Pujara, Christopher Marcum, Laura M. Koehly, Lise Getoor |
| 2017 | Personal Identification by Pedestrians Behavior. | Eisuke Kita, Xuanang Feng, Hiroki Shimokubo |
| 2017 | Resolution Reconstruction of Climate Data with Pixel Recursive Model. | Sookyung Kim, Sasha Ames, Jiwoo Lee, Chengzhu Zhang, Aaron C. Wilson, Dean Williams |
| 2017 | Analyzing Dynamical Activities of Co-occurrence Patterns for Cooking Ingredients. | Yuuki Kikuchi, Masahito Kumano, Masahiro Kimura |
| 2017 | Let's Chat about Brexit! A Politically-Sensitive Dialog System Based on Twitter Data. | Aparup Khatua, Erik Cambria, Apalak Khatua, Iti Chaturvedi |
| 2017 | Leveraging Moderate User Data for News Recommendation. | Dhruv Khattar, Vaibhav Kumar, Vasudeva Varma |
| 2017 | DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network. | Shehroz S. Khan, Tong Zhu, Bing Ye, Alex Mihailidis, Andrea Iaboni, Kristine Newman, Angel He Wang, Lori Schindel Martin |
| 2017 | AutoLearn - Automated Feature Generation and Selection. | Ambika Kaul, Saket Maheshwary, Vikram Pudi |
| 2017 | Taming Wild High Dimensional Text Data with a Fuzzy Lash. | Amir Karami |
| 2017 | A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation. | Qiao Kang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary |
| 2017 | Visually-Aware Fashion Recommendation and Design with Generative Image Models. | Wang-Cheng Kang, Chen Fang, Zhaowen Wang, Julian J. McAuley |