Somerstep, Seamus

6 publications

ICLR 2025 A Transfer Learning Framework for Weak to Strong Generalization Seamus Somerstep, Felipe Maia Polo, Moulinath Banerjee, Yaacov Ritov, Mikhail Yurochkin, Yuekai Sun

ICLRW 2025 CARROT: A Cost Aware Rate Optimal Router Seamus Somerstep, Felipe Maia Polo, Allysson Flavio Melo de Oliveira, Prattyush Mangal, Mírian Silva, Onkar Bhardwaj, Mikhail Yurochkin, Subha Maity

AISTATS 2025 Microfoundation Inference for Strategic Prediction Daniele Bracale, Subha Maity, Felipe Maia Polo, Seamus Somerstep, Moulinath Banerjee, Yuekai Sun

NeurIPS 2025 Sloth: Scaling Laws for LLM Skills to Predict Multi-Benchmark Performance Across Families Felipe Maia Polo, Seamus Somerstep, Leshem Choshen, Yuekai Sun, Mikhail Yurochkin

ICMLW 2024 A Statistical Framework for Weak-to-Strong Generalization Seamus Somerstep, Felipe Maia Polo, Moulinath Banerjee, Yaacov Ritov, Mikhail Yurochkin, Yuekai Sun

ICLR 2024 Learning in Reverse Causal Strategic Environments with Ramifications on Two Sided Markets Seamus Somerstep, Yuekai Sun, Yaacov Ritov