Search Results for author: Karthick Gopalswamy

Found 3 papers, 1 papers with code

Pessimistic Off-Policy Multi-Objective Optimization

no code implementations28 Oct 2023 Shima Alizadeh, Aniruddha Bhargava, Karthick Gopalswamy, Lalit Jain, Branislav Kveton, Ge Liu

The pessimistic estimator can be optimized by policy gradients and performs well in all of our experiments.

Decision Making

First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting

1 code implementation15 Dec 2022 Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Yuyang Wang

Transformer-based models have gained large popularity and demonstrated promising results in long-term time-series forecasting in recent years.

Time Series Time Series Forecasting

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