## Talks

#### Object detection with probabilistic guarantees: a conformal prediction approach

- Renault AI community, remote talk, September 29th, 2022.
- WAISE 2022 workshop, Munich, September 6th, 2022.

#### A general approximation lower bound in L^p norm, with applications to feed-forward neural networks

- Spring school on high-dimensional approximation and deep learning, Nantes, May 18th, 2022.

#### Optimal global Lipschitz optimization: a bandit perspective

- EUROPT 2021, Toulouse (virtual), July 9, 2021. [video]
- Statistics seminar, LPSM, Paris (virtual), March 16, 2021.
- Statistics and Probability seminar, Université de Montpellier (virtual), March 8, 2021.
- SfB seminar, University of Potsdam, November 8, 2019.
- Machine Learning Group seminar, CWI Amsterdam, October 8, 2019.
- MAD-Statistics seminar, Toulouse School of Economics, June 14, 2018.

#### High-probability guarantees for surrogate models

- MobiliT.AI 2021 workshop, Toulouse and Montréal (virtual), May 10, 2021. [video]

#### Introduction to generalization bounds

- Machine Learning in Certified Systems workshop, Toulouse and Montréal (virtual), January 14-15, 2021. [slides][video]

#### Adaptive estimation of monotone functions

- DeepMind internal seminar, Paris, March 6, 2020.

#### AOC working group (including a reading group on deep learning theory)

- Mini-course on Deep Learning Theory, with François Malgouyres, Université Toulouse III, April 15 and May 9, 2019.
- Presentation with Pierre Ménard of the paper Some Theoretical Properties of GANs by Biau, Cadre, Sangnier, and Tanielian, Université Toulouse III, June 20, 2018. [slides]
- Recent news in Artificial Intelligence, Université Toulouse III, April 12, 2018. [slides]
- Presentation of the paper The Power of Depth for Feedforward Neural Networks by Ronen Eldan and Ohad Shamir, Université Toulouse III, January 11, 2018. [handwritten notes]
- Retour d'expérience (UC Berkeley), Université Toulouse III, December 14, 2017.

#### Algorithmic chaining and the role of partial feedback in online nonparametric learning

- 2nd Nonstationary Day, ESSEC, February 13, 2019. [handwritten notes]
- Potsdam-Toulouse meeting, Potsdam University, February 16, 2018.
- Adobe Research seminar (invited by Branislav Kveton), San José, October 19, 2017.
- Conference COLT 2017, Amsterdam, July 7, 2017.[slides]

#### Fano's inequality for random variables

- Statistics seminar, Université Toulouse III - Paul Sabatier, May 2, 2017.
- Statistics seminar, Université Lyon 1, March 30, 2017.
- Statistics seminar, AgroParisTech, Paris, November 28, 2016.

#### Refined lower bounds for adversarial bandits

- Conference NIPS 2016 (poster), Barcelona, December 7, 2016.
- Statistics seminar, Marseille, November 14, 2016.

#### A chaining algorithm for online nonparametric regression

- MIAT seminar, INRA Auzeville, June 10, 2016.
- GEL 2016 workshop, Superbagnères de Luchon, January 5, 2016.
- Probability and Statistics seminar, Université de Lorraine, Nancy, October 15, 2015. [slides]
- CREST statistical seminar, ENSAE, Malakoff, October 5, 2015. [handwritten notes]
- Conference COLT 2015, Paris, July 5, 2015. [video and slides]
- Workshop Methodological advances in statistics related to big data, Castro Urdiales, June 10, 2015.
- Workshop BoSanTouVal 2015, Luchon, March 25, 2015.
- MAD seminar, Toulouse School of Economics, Toulouse, March 20, 2015.

#### Introduction to prediction of individual sequences / (combinatorial) adversarial bandits

- DEVI seminar, ENAC, Toulouse, January 12, 2017.
- ANR ALICIA meeting, Université Paul Sabatier, Toulouse, May 12, 2014. [handwritten notes]
- ANR SPADRO meeting, Université Paris X Nanterre, April 9, 2014. [slides in french]
- Applied mathematics seminar, École Centrale Paris, Châtenay-Malabry, January 31, 2013. [slides]
- ANR Costa-Brava meeting, Grenoble, September 21, 2012.

#### Talk that I presented at most French seminars in 2012

Title: Régression linéaire séquentielle pour des suites déterministes arbitraires. Liens avec le cadre statistique classique.

Slides for statisticians Slides for probabilists & statisticians

- Statistics seminar, ENSAI, Rennes, April 6, 2012.
- Probability and Statistics seminar, Université Lille 1, March 28, 2012.
- Probability and Statistics seminar, Université de Lorraine, Nancy, March 22, 2012.
- SAMM seminar, Université Paris 1, March 9, 2012.
- MODAL'X Probability and Statistics seminar, Université Paris-Ouest Nanterre, February 23, 2012.
- Applied mathematics seminar, Université de Nantes, February 16, 2012.
- École Centrale de Lyon, Ecully, February 15, 2012.
- Seminar on non-stationarity and risk management, Université de Cergy-Pontoise, January 19, 2012.
- IMT Statistics seminar, Université Paul Sabatier, Toulouse, January 17, 2012.
- MAP5 Statistics seminar, Université Paris 5, January 13, 2012. [handwritten notes]
- LAGA Probability and Statistics seminar, Université Paris 13, November 30, 2011.
- Probability and Statistics seminar, Université Montpellier 2, October 17, 2011.

#### Sparsity regret bounds in online linear regression for individual sequences

- Conference COLT 2011, Budapest, July 9, 2011. [video and slides]
- 43èmes Journées de Statistiques, Tunis, May 26, 2011.
- CREST statistical seminar, ENSAE, Malakoff, March 7, 2011.
- Statistical machine learning seminar (SMILE), École Normale Supérieure, Paris, February 28, 2011.
- Weekly seminar of the SequeL INRIA team, Lille, December 17, 2010.

#### Adaptive and optimal online linear regression on L1-balls

- Conference ALT 2011, Espoo (Finland), October 5, 2011.

#### Minimax rates of internal and swap regrets

- 42èmes Journées de Statistiques, Marseille, May 27, 2010. [extended abstract]
- StatMathAppli seminar, Fréjus, August 31, 2010.

#### Aggregation of nonlinear models

- StatMathAppli seminar, Fréjus, September 2, 2011.

#### Minimax rates in prediction of individual sequences: an introduction

- PhD student seminar of the STA group, Telecom ParisTech, June 21, 2011.

#### Randomized prediction of individual sequences

- Mathematical PhD student seminar, Université Paris-Sud 11, Orsay, February 17, 2010.
- Joint session of the PhD student seminars of the PMA (Univ. Paris 6) and LSTA (Univ. Paris 7), November 12, 2009.
- Informal seminar of the Probability/Statistics team of the DMA, ENS Paris, April 28, 2009.