| 2025 | ICASSP | Low-shot Image Classification Using Mixture of Experts. | Zheng Zhang, Saket Sathe |
| 2024 | SDM | Feature-Engineered Random Forests. | Saket Sathe, Charu Aggarwal, Horst Samulowitz, Deepak S. Turaga |
| 2019 | ICDM | Improving Spectral Clustering with Deep Embedding and Cluster Estimation. | Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe |
| 2019 | ICDM | Nearest Neighbor Classifiers Versus Random Forests and Support Vector Machines. | Saket Sathe, Charu C. Aggarwal |
| 2017 | ICDM | Kernel-Based Feature Extraction for Collaborative Filtering. | Saket Sathe, Charu C. Aggarwal, Xiangnan Kong, Xinyue Liu |
| 2017 | KDD | Similarity Forests. | Saket Sathe, Charu C. Aggarwal |
| 2017 | SDM | Outlier Detection with Autoencoder Ensembles. | Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga |
| 2016 | ICDM | A Novel Method for Assessing Event Impacts on Event-Driven Time Series. | Lianhua Chi, Saket Sathe, Bo Han, Yun Wang |
| 2016 | ICDM | Subspace Outlier Detection in Linear Time with Randomized Hashing. | Saket Sathe, Charu C. Aggarwal |
| 2016 | SDM | Kernelized Matrix Factorization for Collaborative Filtering. | Xinyue Liu, Charu C. Aggarwal, Yufeng Li, Xiangnan Kong, Xinyuan Sun, Saket Sathe |
| 2016 | SDM | LODES: Local Density Meets Spectral Outlier Detection. | Saket Sathe, Charu C. Aggarwal |
| 2015 | CIKM | Fast Distributed Correlation Discovery Over Streaming Time-Series Data. | Tian Guo, Saket Sathe, Karl Aberer |
| 2015 | ICDE | On crowdsensed data acquisition using multi-dimensional point processes. | Saket Sathe, Timos K. Sellis, Karl Aberer |
| 2015 | SIGMOD | Microblogging Queries on Graph Databases: An Introspection. | Oshini Goonetilleke, Saket Sathe, Timos K. Sellis, Xiuzhen Zhang |
| 2014 | MDM | Enabling Location-Based Services 2.0: Challenges and Opportunities. | Saket Sathe, Roie Melamed, Peter Bak, Shivkumar Kalyanaraman |
| 2013 | ICDE | AFFINITY: Efficiently querying statistical measures on time-series data. | Saket Sathe, Karl Aberer |
| 2012 | SECON | ConDense: Managing data in community-driven mobile geosensor networks. | Sebastian Cartier, Saket Sathe, Dipanjan Chakraborty, Karl Aberer |
| 2011 | ICDE | Creating probabilistic databases from imprecise time-series data. | Saket Sathe, Hoyoung Jeung, Karl Aberer |