Saket Sathe

38 papers A* 7A 5B 1C 1Misc 1Journal 10Unranked 10
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Low-shot Image Classification Using Mixture of Experts.
ICASSP
Zheng Zhang, Saket Sathe
2024 A conf
Feature-Engineered Random Forests.
SDM
Saket Sathe, Charu Aggarwal, Horst Samulowitz, Deepak S. Turaga
2024 J jnl
SUPERMERGE: An Approach For Gradient-Based Model Merging.
CoRR
Haoyu Yang, Zheng Zhang, Saket Sathe
2021 J jnl
Improving spectral clustering with deep embedding, cluster estimation and metric learning.
Knowl. Inf. Syst.
Liang Duan, Shuai Ma, Charu Aggarwal, Saket Sathe
2019 J jnl
Gene Expression and Protein Function: A Survey of Deep Learning Methods.
SIGKDD Explor.
Saket Sathe, Sayani Aggarwal, Jiliang Tang
2019 A* conf
Improving Spectral Clustering with Deep Embedding and Cluster Estimation.
ICDM
Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe
2019 A* conf
Nearest Neighbor Classifiers Versus Random Forests and Support Vector Machines.
ICDM
Saket Sathe, Charu C. Aggarwal
2018 J jnl
Subspace histograms for outlier detection in linear time.
Knowl. Inf. Syst.
Saket Sathe, Charu C. Aggarwal
2017 — conf
Data-driven characterisation of solar PV panel performance.
ISGT Europe
Sue Ann Chen, Arun Vishwanath, Saket Sathe
2017 A* conf
Kernel-Based Feature Extraction for Collaborative Filtering.
ICDM
Saket Sathe, Charu C. Aggarwal, Xiangnan Kong, Xinyue Liu
2017 A conf
Outlier Detection with Autoencoder Ensembles.
SDM
Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga
2017 — book
Outlier Ensembles - An Introduction
Charu C. Aggarwal, Saket Sathe
2017 A* conf
Similarity Forests.
KDD
Saket Sathe, Charu C. Aggarwal
2016 — conf
A Novel Method for Assessing Event Impacts on Event-Driven Time Series.
ICDM Workshops
Lianhua Chi, Saket Sathe, Bo Han, Yun Wang
2016 A conf
Kernelized Matrix Factorization for Collaborative Filtering.
SDM
Xinyue Liu, Charu C. Aggarwal, Yufeng Li, Xiangnan Kong, Xinyuan Sun, Saket Sathe
2016 A conf
LODES: Local Density Meets Spectral Outlier Detection.
SDM
Saket Sathe, Charu C. Aggarwal
2016 A* conf
Subspace Outlier Detection in Linear Time with Randomized Hashing.
ICDM
Saket Sathe, Charu C. Aggarwal
2015 A conf
Fast Distributed Correlation Discovery Over Streaming Time-Series Data.
CIKM
Tian Guo, Saket Sathe, Karl Aberer
2015 — conf
Microblogging Queries on Graph Databases: An Introspection.
GRADES@SIGMOD/PODS
Oshini Goonetilleke, Saket Sathe, Timos K. Sellis, Xiuzhen Zhang
2015 — conf
On crowdsensed data acquisition using multi-dimensional point processes.
ICDE Workshops
Saket Sathe, Timos K. Sellis, Karl Aberer
2015 J jnl
Shedding Light on the Performance of Solar Panels: A Data-Driven View.
SIGKDD Explor.
Sue Ann Chen, Arun Vishwanath, Saket Sathe, Shivkumar Kalyanaraman
2015 J jnl
Theoretical Foundations and Algorithms for Outlier Ensembles.
SIGKDD Explor.
Charu C. Aggarwal, Saket Sathe
2015 — conf
Understanding the performance of solar PV systems using data-driven analytics.
ISGT Asia
Sue Ann Chen, Arun Vishwanath, Saket Sathe, Shivkumar Kalyanaraman, Siyuan Lu
2014 — conf
Enabling Location-Based Services 2.0: Challenges and Opportunities.
MDM (1)
Saket Sathe, Roie Melamed, Peter Bak, Shivkumar Kalyanaraman
2014 J jnl
Managing Evolving Uncertainty in Trajectory Databases.
IEEE Trans. Knowl. Data Eng.
Hoyoung Jeung, Hua Lu, Saket Sathe, Man Lung Yiu
2014 C conf
Towards enabling probabilistic databases for participatory sensing.
CollaborateCom
Nguyen Quoc Viet Hung, Saket Sathe, Chi Thang Duong, Karl Aberer
2014 J jnl
Twitter analytics: a big data management perspective.
SIGKDD Explor.
Oshini Goonetilleke, Timos K. Sellis, Xiuzhen Zhang, Saket Sathe
2013 — ch.
A Survey of Model-based Sensor Data Acquisition and Management.
Managing and Mining Sensor Data
Saket Sathe, Thanasis G. Papaioannou, Hoyoung Jeung, Karl Aberer
2013 A* conf
AFFINITY: Efficiently querying statistical measures on time-series data.
ICDE
Saket Sathe, Karl Aberer
2013 J jnl
EnviroMeter: A Platform for Querying Community-Sensed Data.
Proc. VLDB Endow.
Saket Sathe, Arthur Oviedo, Dipanjan Chakraborty, Karl Aberer
2013 — —
Statistical Models for Querying and Managing Time-Series Data.
Saket Sathe
2012 B conf
ConDense: Managing data in community-driven mobile geosensor networks.
SECON
Sebastian Cartier, Saket Sathe, Dipanjan Chakraborty, Karl Aberer
2012 — conf
Effectively modeling data from large-area community sensor networks.
IPSN
Saket Sathe, Sebastian Cartier, Dipanjan Chakraborty, Karl Aberer
2011 A* conf
Creating probabilistic databases from imprecise time-series data.
ICDE
Saket Sathe, Hoyoung Jeung, Karl Aberer
2010 — conf
Effective Metadata Management in Federated Sensor Networks.
SUTC/UMC
Hoyoung Jeung, Sofiane Sarni, Ioannis K. Paparrizos, Saket Sathe, Karl Aberer, Nicholas Dawes, Thanasis G. Papaioannou, Michael Lehning
2010 — conf
OpenSense: open community driven sensing of environment.
GIS-IWGS
Karl Aberer, Saket Sathe, Dipanjan Chakraborty, Alcherio Martinoli, Guillermo Barrenetxea, Boi Faltings, Lothar Thiele
2009 — conf
Entity Search with NECESSITY.
WebDB
Ekaterini Ioannou, Saket Sathe, Nicolas Bonvin, Anshul Jain, Srikanth Bondalapati, Gleb Skobeltsyn, Claudia Niederée, Zoltán Miklós
2006 J jnl
A Novel Bayesian Classifier using Copula Functions
CoRR
Saket Sathe