Robert P. Dick
9 papers · 2021–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
🔥
Unstoppable
(5)
Conferences
ICLR (6)
ICML (3)
Top co-authors
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