Meeting Schedule for Fall 2015
- Group Meeting
Monday 1:00 pm - 3:00 pm - Individual Meeting
Xi Liu Thursday 11:00 am
Ding Wang Thursday 1:00 pm
Shuai Yuan Thursday 2:00 pm
Jiangpeng Thursday 3:00 pm
Couri Thursday 4:00 pm
Paper Studied:
- November 9, 2015: Transfer Learning
- Transitive Transfer Learning. By Ben Tan Yangqiu Song, Erheng Zhong, Qiang Yang. KDD 2015
- State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness. By Guo-Jun Qi, Charu Aggarwal, Deepak Turaga, Daby Sow, and Phil Anno. KDD 2015
- October 26, 2015: Multi-task Learning
- Model Multiple Heterogeneity via Hierarchical Multi-Latent Space Learning. By Pei Yang and Jingrui He. KDD 2015
- Deep Model Based Transfer and Multi-Task Learning for Biological Image Analysis. By Wenlu Zhang, Rongjian Li, Tao Zeng, Qian Sun, Sudhir Kumar, Jieping Ye, and Shuiwang Ji. KDD 2015.
- Multi-Task Learning for Spatio-Temporal Event Forecasting. By Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, and Naren Ramakrishnan. KDD 2015
- October 12, 2015: Multi-task Learning
- Simultaneous Modeling of Multiple Diseases for Mortality Prediction in Acute Hospital Care By Nozomi Nori, Kisashi Kashima, Kazuto Yamashita, Hiroshi Ikai, Yuichi Imanaka. KDD 2015
- Learning Tree Structure in Multi-Task Learning. By Lei Han and Yu Zhang. KDD 2015
- Multi-Task Learning for Spatio-Temporal Event Forecasting. By Liang Zhao, Qian Sun, Jieping Ye, Feng Chen, Chang-Tien Lu, Naren Ramakrishnan. KDD 2015
- Simultaneous Modeling of Multiple Diseases for Mortality Prediction in Acute Hospital Care By Nozomi Nori, Kisashi Kashima, Kazuto Yamashita, Hiroshi Ikai, Yuichi Imanaka. KDD 2015
- October 5, 2015
- Robust Treecode Approximation for Kernel Machines. By William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros. KDD 2015
- 0-Bit Consistent Weighted Sampling. By Ping Li. KDD 2015
- More Constraints, Smaller Coreset: Constrained Matrix Approximation of Sparse Big Data. By Dan Feldman and Tamir Tassa. KDD 2015
- Robust Treecode Approximation for Kernel Machines. By William B. March, Bo Xiao, Sameer Tharakan, Chenhan D. Yu, George Biros. KDD 2015
- September 28, 2015: Spam Detection
- Collective Opinion Spam Detection: Bridging Review Networks and Metadata By Shebuti Rayana and Leman Akoglu KDD 2015
- Collective Spammer Detection in Evolving Multi-Relational Social Networks ByShobeir Fakhraei, James Foulds, Madhusudana Shashanka, Lise Getoor KDD 2015
- Real-Time Top-R Topic Detection on Twitter with Topic Hijack Filtering By Kohei Hayashi, Takanori Maehara, Masashi Toyoda, Ken-ichi Kawarabayashi KDD 2015