Benjamin David Haeffele

8 papers · 2021–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (12) 🔥 Unstoppable (5)

Conferences

ICLR (5) ICML (2) AISTATS (1)

Top co-authors

René Vidal (7) Aditya Chattopadhyay (2) Donald Geman (2) Tianjiao Ding (2) Yi Ma (2) Uday Kiran Reddy Tadipatri (1) Yaodong Yu (1) Druv Pai (1) Yifu Lu (1) Luiz F. O. Chamon (1)

Keywords

representation learning (1) manifold regularization (1) lipschitz continuity (1) weighted laplacian penalty (1) stochastic gradient technique (1)

Papers

Token Statistics Transformer: Linear-Time Attention via Variational Rate Reduction ICLR 2025

A Convex Relaxation Approach to Generalization Analysis for Parallel Positively Homogeneous Networks AISTATS 2025

Performance Bounds for Active Binary Testing with Information Maximization ICML 2024

Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models ICLR 2024

Learning Globally Smooth Functions on Manifolds ICML 2023

Variational Information Pursuit for Interpretable Predictions ICLR 2023

Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension ICLR 2022

A Critique of Self-Expressive Deep Subspace Clustering ICLR 2021