Robert P. Dick

9 papers · 2021–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (13) 🔥 Unstoppable (5)

Conferences

ICLR (6) ICML (3)

Top co-authors

Ekdeep Singh Lubana (7) Hidenori Tanaka (6) Fan Yang (2) Eric J Bigelow (2) David Krueger (2) Qin Lv (2) Mikail Khona (2) Rahul Ramesh (2) Dongsheng Li (2) Yixuan Chen (2)

Keywords

loss landscape (1) mode connectivity (1) spurious attribute (1) neural network (1)

Papers

A Percolation Model of Emergence: Analyzing Transformers Trained on a Formal Language ICLR 2025

Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks ICML 2024

Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks ICLR 2024

In-Context Learning Dynamics with Random Binary Sequences ICLR 2024

Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model ICML 2024

Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition ICLR 2023

Mechanistic Mode Connectivity ICML 2023

Recursive Disentanglement Network ICLR 2022

A Gradient Flow Framework For Analyzing Network Pruning ICLR 2021