PhD student in Statistics & Ecology at @inria_grenoble
Grenoble
Joined November 2018
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Great talks and discussions! Huge thanks to the organizers for hosting such a wonderful event and making it accessible via live streaming. 👏👏
The Symposium on Causal Inference starts tomorrow! Register for the live stream here: datascience.unifi.it/eccelle…
ALT A glimpse from our welcome cocktail at Villa Bardini.
Daria Bystrova retweeted
Happy to announce the 2nd edition of the workshop on causal inference for time series data @UncertaintyInAI in June this year, co-organized by @oanaucs, @JonasChoice @runge_jakob, @huang_biwei, myself and others! The workshop includes a call for papers 👉🏻 sites.google.com/view/ci4ts2…
Daria Bystrova retweeted
There are 10 days left to apply for the Warwick Statistics Internship @warwickstats. Apply here: warwick.ac.uk/fac/sci/statis… Please pass this on to your undergraduate and Masters students. Applications from under-represented groups are particularly welcome.
Daria Bystrova retweeted
There’s a new opportunity for an internship on causal inference at @Inserm & @Sorbonne_Univ_ ! If you know someone who would be a good candidate, make sure you encourage them to apply!
For more details 👉🏻 ckassaad.github.io/proposals…
Daria Bystrova retweeted
📢 *PhD opening* at @inria_grenoble! @xavirema and myself are looking for a student to work with us on deep generative models, information geometry, and statistical manifolds. For more information: abg.asso.fr/fr/candidatOffre…
Daria Bystrova retweeted
The colloquium on fundamental challenges in causality starts today!
Join us for a reception buffet followed by a keynote by Robin Evans and Xi Lin.
For more details 👉🏻 quarter-on-causality.github.…
#causality
Daria Bystrova retweeted
Happy to announce a workshop on causal inference for time series data at @UncertaintyInAI in August this year, together with @saramagliacane @ckassaad @JonasChoice and others! Including a Call4Papers 👉 sites.google.com/view/ci4ts2…
Daria Bystrova retweeted
The deadline for submission is extended to the 10th of February! Published papers as well as ongoing work can be submitted.
In addition, we invite you to submit papers on all aspects of causality before 01/02/2023 via easy chair: easychair.org/account/signin…. Accepted papers will be presented either within oral or poster sessions.
For more details check the colloquium's website: quarter-on-causality.github.…
2/2
Daria Bystrova retweeted
Happy to announce a colloquium on ‘'Fundamental Challenges in Causality'' to be held in Grenoble from May 9th to May 12th. It will include a series of invited talks given by: @ItsAStatLife, Hervé Isambert, @runge_jakob, Michèle Sebag, Ilya Shpitser, @MihaelaVDS & @kunkzhang.
1/2
Daria Bystrova retweeted
Pardon my French... working on 🇫🇷 translation of our chapter on latent factor models in joint species distribution models was unexpectedly involved!
w/ @dabystrova @GPoggiato & @Wil_Thuiller
hal.archives-ouvertes.fr/hal…
Book edited by Nathalie Peyrard & @oaggimenez
Daria Bystrova retweeted
Happy to see our paper out in @CurrentBiology !
The diversity of biotic interactions complements functional and phylogenetic facets of biodiversity
sciencedirect.com/science/ar…
Bravo Doctor Masha 👏👏👏
Bayesian neural networks will never be the same!
Congrats Doctor Masha! @iamvladimirova
Thanks to an amazing jury @RousseauJudith @EmtiyazKhan @egaussier @pamattei @JakobVerbeek
Survey on causal discovery from time series
Our survey paper (with @e_devijver and @egaussier) on causal discovery from time series has been published in the Journal of Artificial Intelligence Research!
👉 jair.org/index.php/jair/arti…
Hope it helps those who are on the quest for answering why questions using time series 1/4
Daria Bystrova retweeted
The French government has just approved financing for a 3-month research stay for Ukrainian researchers, including doctoral students. The program is called PAUSE.
college-de-france.fr/site/pr…
Daria Bystrova retweeted
#ScienceForUkraine I'd be happy to host a #scientist or #PhD #student from🇺🇦in my lab @UZH_en @EawagResearch Zurich/Switzerland; working on/interested in #Freshwater, #Aquatic #Ecology, #Biodiversity Sciences or #eDNA (or other fit altermattlab.ch). DM me @Sci_for_Ukraine
Daria Bystrova retweeted
First day back in the office after a week in Leipzig at @idiv speaking about #eDNA and #stats with my co-host @insectsoup and @Jon_Chase03 @loic_pellissier @alex_a_bush @_Max_Pichler @SimoussiSara @dabystrova @GPoggiato @Lajosy0 @heidi_mod @AbregoNerea @ZurellLab, Otso (1/2)
Daria Bystrova retweeted
If you missed the online version, our opinion paper on the interpretations of joint species distribution models is out in the May issue of TREE !
May issue out now - cover article Malmberg et al, featured articles Zahra, @MichCJackson. Articles @GPoggiato @MariaMcN_palaeo Sonne et al, @daan_mertens Dial + Heers, Gasparatos et al.
Letters @denrisch & @dhigroup , Harvey et al & Coleman + Wernberg, @Fen_Guo
Daria Bystrova retweeted
Oldies but goldies: F. Chung, Spectral Graph Theory. Everything you want to know about the Laplacian of a graph! math.ucsd.edu/~fan/research/…
Our paper “Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models” - is now online at frontiersin.org/articles/10.… @GPoggiato @JulyanArbel @BillurBektas
More details below (1/5)
This framework is based on an existing dimension reduction method based on the Dirichlet Process, which is extended by including a prior knowledge on species associations and by using the more flexible Pitman-Yor process (approximated by novel Pitman-Yor multinomial process)(4/5)
We have applied our method to a case study of plant communities in a protected area of the #FrenchAlps, showing how the estimated clusters are compatible with plant traits, endorsing their importance in shaping communities. (5/5)
