Karthick Gopalswamy

Researcher, AWS AI

Joined

September 2022

Names

Karthick Gopalswamy (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

AWS AI (amazon.com)

2022 – Present

PhD student

North Carolina State University (ncsu.edu)

2014 – 2019

Advisors, Relations & Conflicts

PhD Advisor

2014 – 2019

Expertise

Optimization

,

Deep Learning and Forecasting

2014 – Present

Publications

Collage: Light-Weight Low-Precision Strategy for LLM Training
Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Jun Huan
- ICML 2024 Poster
- Readers: Everyone
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Bernie Wang
- 17 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Bernie Wang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
DYNAMIC ENSEMBLE FOR PROBABILISTIC TIME- SERIES FORECASTING VIA DEEP REINFORCEMENT LEARNING
Yuhao Ding, Youngsuk Park, Karthick Gopalswamy, Hilaf Hasson, Bernie Wang, Jun Huan
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

Co-Authors