ResearchAlpha Leak

Conferences Topics Top Authors Rankings Browse All

Home/Authors/Guillaume Lajoie

Guillaume Lajoie

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 1:13 AM AMS

15

papers

594

total citations

papers (15)

Gradient Starvation: A Learning Proclivity in Neural Networks

NEURIPS 2021arXiv

Amortizing intractable inference in large language models

A Unified, Scalable Framework for Neural Population Decoding

NEURIPS 2023arXiv

Is a Modular Architecture Enough?

NEURIPS 2022arXiv

Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules

NEURIPS 2022arXiv

Synaptic Weight Distributions Depend on the Geometry of Plasticity

Delta-AI: Local objectives for amortized inference in sparse graphical models

Tracing the Representation Geometry of Language Models from Pretraining to Post-training

NEURIPS 2025arXiv

Expressivity of Neural Networks with Random Weights and Learned Biases

In-Context Learning and Occam's Razor

Accelerating Training with Neuron Interaction and Nowcasting Networks

Multi-agent cooperation through learning-aware policy gradients

LEAD: Min-Max Optimization from a Physical Perspective

Formalizing locality for normative synaptic plasticity models

Untangling tradeoffs between recurrence and self-attention in artificial neural networks