Talks

I am fortunate to be invited to share my work at conferences, workshops, and seminars around the world. Below is a selection of invited talks, tutorials, and panels — slides linked where available.

2026
Mar 2026
🔥 Mini-tutorial on Conformal Prediction
SIAM Conference on Uncertainty Quantification (UQ26), Minneapolis
Slides
Tutorial
Mar 2026
PEPit: Computer-Assisted Worst-Case Analyses of First-Order Methods
SMAI-MODE, Nice — with Adrien Taylor
Materials
Tutorial
Mar 2026
Optimization & Computer-Assisted Proofs: Applications in Federated Learning
Columbia University, New York
Invited talk
Mar 2026
Optimization & Computer-Assisted Proofs: Applications in Federated Learning
University of Pennsylvania, Philadelphia
Invited talk
Mar 2026
Optimization & Computer-Assisted Proofs: Applications in Federated Learning
NYU, New York
Invited talk
Mar 2026
Optimization & Computer-Assisted Proofs: Applications in Federated Learning
Flatiron Institute, New York
Invited talk
Mar 2026
Invited seminar
ENSAE, Paris
Invited talk
Mar 2026
Panel: Workplace Ready — Skills for an AI-Driven World
Reimagining Teaching and Learning in the Age of AI, Columbia University, Low Library
Panel discussion
Feb 2026
Invited talk
Simons Institute Workshop on Federated and Collaborative Learning, UC Berkeley
Invited talk
2025
Nov 2025
Invited talks: Federated and Decentralized Learning; First-Order Optimization
Oberwolfach Mini-Workshop: Probabilistic Perspectives in Neural Network-Based ML, Mathematisches Forschungsinstitut Oberwolfach, Germany
Invited talk
Nov 2025
Invited talk: Uncertainty Quantification and Conformal Prediction
Frontiers of Statistical Inference, MBZUAI, Abu Dhabi, UAE
Invited talk
Nov 2025
Tutorial on Conformal Prediction
Redeem Thematic Days, Aussois
Tutorial
Oct 2025
Invited talk: Optimization and Federated Learning
French-Swedish Days on AI, KTH, Stockholm, Sweden
Invited talk
Aug 2025
Tutorial on Conformal Prediction and Uncertainty Quantification
OxML Summer School, Oxford, UK
Tutorial
Aug 2025
Invited talk: First-Order Optimization
Optimization Unplugged, EPFL, Lausanne, Switzerland
Invited talk
Jun 2025
Invited talk: Conformal Prediction and Uncertainty Quantification
Isaac Newton Institute, Cambridge, UK — programme on Statistical Scalability
Invited talk
Jun 2025
Invited talk: Federated Learning and Decentralized Optimization
EUROPT, Southampton, UK
Invited talk
Apr 2025
Invited talks: First-Order Optimization and Heavy-Ball
Columbia University and Flatiron Institute, New York, USA
Invited talk
Apr 2025
Tutorial on Conformal Prediction
Université Libre de Bruxelles (ULB), Brussels, Belgium
Tutorial
Mar 2025
Invited talk: Byzantine-Robust Decentralized Learning
PEPR AI Days, Paris
Invited talk
Feb 2025
Invited talk: Trustworthy AI and Decentralized Learning
International AI Days — The Road to Trustworthy AI, Paris
Invited talk

Talks from 2024 and before — list being updated, check back soon.