Saket Sathe

Researcher, Amazon

Joined

July 2019

Names

Saket Sathe

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

Researcher

IBM, International Business Machines (us.ibm.com)

2013 – 2022

PhD student

EPFL - EPF Lausanne (epfl.ch)

2007 – 2013

Advisors, Relations & Conflicts

PhD Advisor

2007 – 2013

Expertise

No areas of expertise listed

Publications

SUPERMERGE: An Approach For Gradient-Based Model Merging
Haoyu Yang, Zheng Zhang, Saket Sathe
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Improving spectral clustering with deep embedding, cluster estimation and metric learning
Liang Duan, Shuai Ma, Charu Aggarwal, Saket Sathe
- 2021 (modified: 21 Jan 2023)
- Knowl. Inf. Syst. 2021
- Readers: Everyone
Nearest Neighbor Classifiers Versus Random Forests and Support Vector Machines
Saket Sathe, Charu C. Aggarwal
- 2019 (modified: 21 Jan 2023)
- ICDM 2019
- Readers: Everyone
Gene Expression and Protein Function: A Survey of Deep Learning Methods
Saket Sathe, Sayani Aggarwal, Jiliang Tang
- 2019 (modified: 21 Jan 2023)
- SIGKDD Explor. 2019
- Readers: Everyone
Improving Spectral Clustering with Deep Embedding and Cluster Estimation
Liang Duan, Charu C. Aggarwal, Shuai Ma, Saket Sathe
- 2019 (modified: 21 Jan 2023)
- ICDM 2019
- Readers: Everyone
Subspace histograms for outlier detection in linear time
Saket Sathe, Charu C. Aggarwal
- 2018 (modified: 21 Jan 2023)
- Knowl. Inf. Syst. 2018
- Readers: Everyone
Similarity Forests
Saket Sathe, Charu C. Aggarwal
- 2017 (modified: 02 Mar 2020)
- KDD 2017
- Readers: Everyone
Outlier Ensembles - An Introduction
Charu C. Aggarwal, Saket Sathe
- 2017 (modified: 21 Jan 2023)
- undefined 2017
- Readers: Everyone
Data-driven characterisation of solar PV panel performance
Sue A. Chen, Arun Vishwanath, Saket Sathe
- 2017 (modified: 21 Jan 2023)
- ISGT Europe 2017
- Readers: Everyone
Outlier Detection with Autoencoder Ensembles
Jinghui Chen, Saket Sathe, Charu C. Aggarwal, Deepak S. Turaga
- 2017 (modified: 21 Jan 2023)
- SDM 2017
- Readers: Everyone

View all 37 publications

Co-Authors

View all 53 co-authors