← Authors

Peter E. Latham

11 papers · 2007–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (18) 🐝 Cross-Pollinator (8) 🌱 Topic Pioneer πŸ† Keyword Champion πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (50) πŸ’Ž Century Club (11) ❓ The Questioner πŸ”₯ Unstoppable (6)

Conferences

NIPS (6) ICML (3) ICLR (2)

Top co-authors

Will Dorrell (3) Peter E Latham (3) Yash Mehta (2) Roman Pogodin (2) Yedi Zhang (2) Andrew M Saxe (2) Timothy Lillicrap (2) James C. R. Whittington (2) Timothy Edward John Behrens (1) Maria Yuffa (1)

Research topics

Science (1) Statistics (1) Probability (1)

Keywords

biological plausibility (2) neural network pruning (1) wake-sleep algorithm (1) variational inference (1) model misspecification (1) information bottleneck (1) neural encoding (1) ising model (1) mutual information (1) hebbian learning (1) statistical model (1) gradient descent (1) point process (1) variational em (1) catastrophic forgetting (1) neural connectivity (1) sensory stimuli (1) model pruning (1) divisive normalization (1) model compression (1)

Papers

Training Dynamics of In-Context Learning in Linear Attention ICML 2025
Range, not Independence, Drives Modularity in Biologically Inspired Representations ICLR 2025
Understanding Unimodal Bias in Multimodal Deep Linear Networks ICML 2024
Actionable Neural Representations: Grid Cells from Minimal Constraints ICLR 2023
Meta-Learning the Inductive Bias of Simple Neural Circuits ICML 2023
On the Stability and Scalability of Node Perturbation Learning NIPS 2022
Powerpropagation: A sparsity inducing weight reparameterisation NIPS 2021
Towards Biologically Plausible Convolutional Networks NIPS 2021
Kernelized information bottleneck leads to biologically plausible 3-factor Hebbian learning in deep networks NIPS 2020
How biased are maximum entropy models? NIPS 2011
Neural characterization in partially observed populations of spiking neurons NIPS 2007