Karthick Gopalswamy

According to our database, Karthick Gopalswamy authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

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, Luke Huan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Pessimistic Off-Policy Multi-Objective Optimization.

Shima Alizadeh, Aniruddha Bhargava, Karthick Gopalswamy, Lalit Jain, Branislav Kveton, Ge Liu

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Cross-Frequency Time Series Meta-Forecasting.

Mike Van Ness, Huibin Shen, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Karthick Gopalswamy

CoRR, 2023

2022

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, Yuyang Wang

CoRR, 2022

2021

Conic programming models for production planning with clearing functions: Formulations and duality.

Karthick Gopalswamy, Reha Uzsoy

Eur. J. Oper. Res., 2021

2020

A Simulation Optimization Approach for Managing Product Transitions in Multistage Production Lines.

Atchyuta Bharadwaj Manda, Karthick Gopalswamy, Sara Shashaani, Reha Uzsoy

Proceedings of the Winter Simulation Conference, 2020

Price Investment using Prescriptive Analytics and Optimization in Retail.

Prakhar Mehrotra, Linsey Pang, Karthick Gopalswamy, Avinash Thangali, Timothy Winters, Ketki Gupte, Dnyanesh Kulkarni, Sunil Potnuru, Supreeth Shastry, Harshada Vuyyuri

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

Valid inequalities for concave piecewise linear regression.

Karthick Gopalswamy, Yahya Fathi, Reha Uzsoy

Oper. Res. Lett., 2019

A data-driven iterative refinement approach for estimating clearing functions from simulation models of production systems.

Karthick Gopalswamy, Reha Uzsoy

Int. J. Prod. Res., 2019

2018

An Exploratory Comparison of Clearing function and Data-Driven production Planning Models.

Karthick Gopalswamy, Reha Uzsoy

Proceedings of the 2018 Winter Simulation Conference, 2018

2017

An iterative refinement approach to fitting clearing functions to data from simulation models of production systems.

Karthick Gopalswamy, Reha Uzsoy

Proceedings of the 2017 Winter Simulation Conference, 2017