Research Interests

I am motivated by doing things that harmonize with the bitter lesson. I am currently interested in multimodal scaling laws and interpretability at scale.

Papers

Here’s a list of papers I’ve been involved in (not up to date):

  1. Interpretability in Action: Exploratory Analysis of VPT, a Minecraft Agent (2024)
    • Authors: Karolis Jucys*, George Adamopoulos*, Mehrab Hamidi, Stephanie Milani, Mohammad Reza Samsami, Artem Zholus, Sonia Joseph, Blake Richards, Irina Rish, Özgür Şimşek
    • Read the paper
  2. Lag-Llama: Towards Foundation Models for Probabilistic Time Series Forecasting (2024)
    • Authors: Kashif Rasul*, Arjun Ashok*, Andrew Robert Williams, Hena Ghonia, Rishika Bhagwatkar, Arian Khorasani, Mohammad Javad Darvishi Bayazi, George Adamopoulos, Roland Riachi, Nadhir Hassen, Marin Biloš, Sahil Garg, Anderson Schneider, Nicolas Chapados, Alexandre Drouin, Valentina Zantedeschi, Yuriy Nevmyvaka, Irina Rish
    • Read the paper