Charles London

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	HorizonMath: Measuring AI Progress Toward Mathematical Discovery with Automatic Verification. CoRR Erik Y. Wang, Sumeet Motwani, James V. Roggeveen, Eliot Hodges, Dulhan Jayalath, Charles London, Kalyan Ramakrishnan, Flaviu Cipcigan, Philip Torr, Alessandro Abate
2025	J	`jnl`	Characterising the Inductive Biases of Neural Networks on Boolean Data. CoRR Chris Mingard, Lukas Seier, Niclas Alexander Göring, Andrei-Vlad Badelita, Charles London, Ard A. Louis
2025	J	`jnl`	Feature learning is decoupled from generalization in high capacity neural networks. CoRR Niclas Alexander Göring, Charles London, Abdurrahman Hadi Erturk, Chris Mingard, Yoonsoo Nam, Ard A. Louis
2025	J	`jnl`	Pause Tokens Strictly Increase the Expressivity of Constant-Depth Transformers. CoRR Charles London, Varun Kanade
2025	—	`conf`	Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking). ICML (Position Papers) Yoonsoo Nam, Seok Hyeong Lee, Clémentine Carla Juliette Dominé, Yeachan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee
2025	J	`jnl`	Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking). CoRR Yoonsoo Nam, Seok Hyeong Lee, Clémentine C. J. Dominé, Yea Chan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee
2025	J	`jnl`	REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites. CoRR Divyansh Garg, Shaun VanWeelden, Diego Caples, Andis Draguns, Nikil Ravi, Pranav Putta, Naman Garg, Tomas Abraham, Michael Lara, Federico Lopez, James Liu, Atharva Gundawar, Prannay Hebbar, Youngchul Joo, Jindong Gu, Charles London, Christian A. Schröder de Witt, Sumeet Motwani
2025	J	`jnl`	h1: Bootstrapping LLMs to Reason over Longer Horizons via Reinforcement Learning. CoRR Sumeet Ramesh Motwani, Alesia Ivanova, Ziyang Cai, Philip Torr, Riashat Islam, Shital Shah, Christian Schröder de Witt, Charles London
2024	J	`jnl`	Exploiting the equivalence between quantum neural networks and perceptrons. CoRR Chris Mingard, Jessica Pointing, Charles London, Yoonsoo Nam, Ard A. Louis
2024	J	`jnl`	Peptide binding classification on quantum computers. Quantum Mach. Intell. Charles London, Douglas Brown, Wenduan Xu, Sezen Vatansever, Christopher J. Langmead, Dimitri Kartsaklis, Stephen Clark, Konstantinos Meichanetzidis
2023	J	`jnl`	Peptide Binding Classification on Quantum Computers. CoRR Charles London, Douglas Brown, Wenduan Xu, Sezen Vatansever, Christopher James Langmead, Dimitri Kartsaklis, Stephen Clark, Konstantinos Meichanetzidis