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
Tutorial
Mar 2026
PEPit: Computer-Assisted Worst-Case Analyses of First-Order Methods
SMAI-MODE, Nice — with Adrien Taylor
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
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.