Kostas Hatalis

Smooth Pinball Neural Network for Probabilistic Forecasting of Wind Power

Kostas Hatalis, Alberto J. Lamadrid, Katya Scheinberg et al. · arXiv (Cornell University) · 2017 · 23 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +13

Memory Matters: The Need to Improve Long-Term Memory in LLM-Agents

Kostas Hatalis, Despina Christou, J. Myers et al. · Proceedings of the AAAI Symposium Series · 2024 · 23 citations · Full text

Artificial Intelligence, Engineering, Knowledge Extraction +27

Multi-step forecasting of wave power using a nonlinear recurrent neural network

Kostas Hatalis, Parth Pradhan, Shalinee Kishore et al. · 2014 · 22 citations

High Resolution, Engineering, Linear Interpolation +18

A Novel Smoothed Loss and Penalty Function for Noncrossing Composite Quantile Estimation via Deep Neural Networks

Kostas Hatalis, Alberto J. Lamadrid, Katya Scheinberg et al. · arXiv (Cornell University) · 2019 · 14 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +19