3 papers
cs.AI2026
PREFER: Personalized Review Summarization with Online Preference Learning
Millend Roy, Agostino Capponi, Vineet Goyal
Product reviews significantly influence purchasing decisions on e-commerce platforms. However, the sheer volume of reviews can overwhelm users, obscuring the information most relev…
eess.SY2025
CapOptix: An Options-Framework for Capacity Market Pricing
Millend Roy, Agostino Capponi, Vladimir Pyltsov +2
Electricity markets are under increasing pressure to maintain reliability amidst rising renewable penetration, demand variability, and occasional price shocks. Traditional capacity…
cs.LG2025
IISE PG&E Energy Analytics Challenge 2025: Hourly-Binned Regression Models Beat Transformers in Load Forecasting
Millend Roy, Vladimir Pyltsov, Yinbo Hu
Accurate electricity load forecasting is essential for grid stability, resource optimization, and renewable energy integration. While transformer-based deep learning models like Ti…