add PhD manuscript and slides

index.md

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-I am a third year PhD student at [INRIA](https://www.inria.fr/en), at [CMAP](https://portail.polytechnique.edu/cmap/en), Ecole Polytechnique, and at [EDF R&D](https://www.edf.fr/en/the-edf-group/who-we-are/activities/research-and-development), Saclay.
+In June 2024 I completed [my PhD in statistics](http://mzaffran.github.io/assets/files/Zaffran_PhD_Manuscript.pdf), which took place at [INRIA](https://www.inria.fr/en), at [CMAP](https://portail.polytechnique.edu/cmap/en), Ecole Polytechnique, and at [EDF R&D](https://www.edf.fr/en/the-edf-group/who-we-are/activities/research-and-development), Saclay.
 
-I am supervised by [Aymeric Dieuleveut](http://www.cmap.polytechnique.fr/~aymeric.dieuleveut/) from CMAP, Ecole Polytechnique, by [Julie Josse](http://juliejosse.com/), from INRIA, and by [Olivier Féron](https://www.fime-lab.org/en/feron-olivier/) (director of the [FiME laboratory](https://www.fime-lab.org/en/home/)) and [Yannig Goude](https://www.imo.universite-paris-saclay.fr/~goude/about.html) from EDF.
+I was supervised by [Aymeric Dieuleveut](http://www.cmap.polytechnique.fr/~aymeric.dieuleveut/) from CMAP, Ecole Polytechnique, by [Julie Josse](http://juliejosse.com/), from INRIA, and by [Olivier Féron](https://www.fime-lab.org/en/feron-olivier/) (director of the [FiME laboratory](https://www.fime-lab.org/en/home/)) and [Yannig Goude](https://www.imo.universite-paris-saclay.fr/~goude/about.html) from EDF.
 
 My research project is on statistical learning methods for energy management. I am interested in **predictive uncertainty quantification**, especially with *distribution-free finite-sample guarantees in a post-hoc setting*. More specifically, in the context of *time series* or *missing features*.
 
 ##### News
 
+- I succesfully defended my PhD last Tuesday! A huge thanks to the members of the jury. [Slides available](http://mzaffran.github.io/assets/files/talks/Zaffran_PhD_defense_handout.pdf), as well as the [manuscript](http://mzaffran.github.io/assets/files/Zaffran_PhD_Manuscript.pdf).
 - Really enthusiastic that our tutorial's proposition, *Distribution-Free Predictive Uncertainty Quantification: Strengths and Limits of Conformal Prediction*, with Aymeric Dieulveut, was accepted at UAI and ICML! Pick your favorite European destination for the summer and see you there :D
 - Super excited to announce that I have been named one of the [Fondation L’Oréal-UNESCO 2023 French Young Talents](https://www.fondationloreal.com/sites/default/files/2023-10/dpfrance_fwis2023-web.pdf), along with 34 amazing French women scientists at the doctoral or post-doctoral level!
-- Just released an [introductive tutorial (slides) on Conformal Prediction](https://conformalpredictionintro.github.io/)! Going from the standard split mean-regression case towards beyond exchangeability, passing by conditional coverage, classification, and no (other) splitting strategies.
 
 ##### Upcoming events
 
@@ -40,6 +40,7 @@ I served as a conference reviewer for [AISTATS 2023](https://www.google.com/sear
 
 ##### News archive
 
+- Just released an [introductive tutorial (slides) on Conformal Prediction](https://conformalpredictionintro.github.io/)! Going from the standard split mean-regression case towards beyond exchangeability, passing by conditional coverage, classification, and no (other) splitting strategies.
 - Super happy that the work with Aymeric Dieuleveut, Julie Josse, and [Yaniv Romano](https://sites.google.com/view/yaniv-romano/), [*Conformal Prediction with Missing Values*](https://arxiv.org/abs/2306.02732), was accepted to [ICML 2023](https://icml.cc/Conferences/2023/)!
 - I was very honored to receive the [Séphora Berrebi Scholarship for Women in Advanced Mathematics](https://www.sephoraberrebi.ai/). Many thanks to the [Séphora Berrebi Association](https://www.sephoraberrebi.org/).
 - From August to October 2022, I was visiting [Yaniv Romano](https://sites.google.com/view/yaniv-romano/) and his group at the [Technion](https://www.technion.ac.il/en/home-2/). Thanks for hosting me! I also thank the [FMJH and LMH](https://www.fondation-hadamard.fr/en/fmjh-supports/research/junior-scientific-visibility/) for funding this stay abroad.