Talks

Research talks

• Learning What Matters: Scalable Data Mixing for LLMs

  STADIUS Seminar, Leuven · February 14, 2026 · Slides

• Asymmetric Kernels Meet Transformers: A Primal-Dual Approach to Self-Attention through Kernel Singular Value Decomposition

  EPFL LIONS, Lausanne · November 15, 2023 · Slides

• Unsupervised Energy-based Out-of-distribution Detection using Stiefel-Restricted Kernel Machine

  Leuven.AI scientific workshop, Leuven · June 2, 2022 · Slides

• Multi-view Spectral Clustering and Generation from a Shared Latent Space

  Bioinformatics and AI Seminars, UZ Leuven · May 11, 2022 · Slides

Organized workshops

• Co-organized DEEPK 2024 — International Workshop on Deep Learning and Kernel Machines

  Leuven · March 7–8, 2024 · Website

• Co-organized Rethinking Transformers through Duality and New Directions

  Leuven.AI Junior Researchers Day · November 27, 2023 · Website