Karthick Gopalswamy

13 papers A* 2A 1Misc 3Journal 7
YearRankTypeTitle / Venue / Authors
2024 A* conf
Collage: Light-Weight Low-Precision Strategy for LLM Training.
ICML
Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R. Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan
2024 J jnl
Collage: Light-Weight Low-Precision Strategy for LLM Training.
CoRR
Tao Yu, Gaurav Gupta, Karthick Gopalswamy, Amith R. Mamidala, Hao Zhou, Jeffrey Huynh, Youngsuk Park, Ron Diamant, Anoop Deoras, Luke Huan
2024 A conf
Pessimistic Off-Policy Multi-Objective Optimization.
AISTATS
Shima Alizadeh, Aniruddha Bhargava, Karthick Gopalswamy, Lalit Jain, Branislav Kveton, Ge Liu
2023 J jnl
Cross-Frequency Time Series Meta-Forecasting.
CoRR
Mike Van Ness, Huibin Shen, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Karthick Gopalswamy
2023 J jnl
Pessimistic Off-Policy Multi-Objective Optimization.
CoRR
Shima Alizadeh, Aniruddha Bhargava, Karthick Gopalswamy, Lalit Jain, Branislav Kveton, Ge Liu
2022 J jnl
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting.
CoRR
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Yuyang Wang
2021 J jnl
Conic programming models for production planning with clearing functions: Formulations and duality.
Eur. J. Oper. Res.
Karthick Gopalswamy, Reha Uzsoy
2020 Misc conf
A Simulation Optimization Approach for Managing Product Transitions in Multistage Production Lines.
WSC
Atchyuta Bharadwaj Manda, Karthick Gopalswamy, Sara Shashaani, Reha Uzsoy
2020 A* conf
Price Investment using Prescriptive Analytics and Optimization in Retail.
KDD
Prakhar Mehrotra, Linsey Pang, Karthick Gopalswamy, Avinash Thangali, Timothy Winters, Ketki Gupte, Dnyanesh Kulkarni, Sunil Potnuru, Supreeth Shastry, Harshada Vuyyuri
2019 J jnl
A data-driven iterative refinement approach for estimating clearing functions from simulation models of production systems.
Int. J. Prod. Res.
Karthick Gopalswamy, Reha Uzsoy
2019 J jnl
Valid inequalities for concave piecewise linear regression.
Oper. Res. Lett.
Karthick Gopalswamy, Yahya Fathi, Reha Uzsoy
2018 Misc conf
An Exploratory Comparison of Clearing function and Data-Driven production Planning Models.
WSC
Karthick Gopalswamy, Reha Uzsoy
2017 Misc conf
An iterative refinement approach to fitting clearing functions to data from simulation models of production systems.
WSC
Karthick Gopalswamy, Reha Uzsoy