Daria Bystrova

PhD student in Statistics & Ecology at @inria_grenoble

[Daria Bystrova @dabystrova]

Great talks and discussions! Huge thanks to the organizers for hosting such a wonderful event and making it accessible via live streaming. 👏👏

[FLORENCE center for DATA SCIENCE @DataScienceFLR]

The Symposium on Causal Inference starts tomorrow! Register for the live stream here: https://t.co/BCCaGFW3BE

[Charles Assaad @ckassaad]

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 👉🏻 https://t.co/ZqFBU8cqkW

[Richard Everitt @bayesian_stats]

There are 10 days left to apply for the Warwick Statistics Internship @warwickstats. Apply here: https://t.co/uCkm4uogpM Please pass this on to your undergraduate and Masters students. Applications from under-represented groups are particularly welcome.

[Charles Assaad @ckassaad]

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 👉🏻 https://t.co/EO6MOWzb6U

[Pedro L. C. Rodrigues @plc_rodrigues]

📢 *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: https://t.co/8SsJUah5i5

[Charles Assaad @ckassaad]

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 👉🏻 https://t.co/ZSPV8tLium

#causality

[Jakob Runge @runge_jakob]

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 👉 https://t.co/VW9nFjZ1az

[Charles Assaad @ckassaad]

The deadline for submission is extended to the 10th of February! Published papers as well as ongoing work can be submitted.

[Charles Assaad @ckassaad]

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

[Julyan Arbel @JulyanArbel]

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

https://t.co/76kUTigCol

Book edited by Nathalie Peyrard & @oaggimenez

[Gauzère Pierre @pierregauz]

Happy to see our paper out in @CurrentBiology !

The diversity of biotic interactions complements functional and phylogenetic facets of biodiversity

https://t.co/O2gxUbKMWF

[Daria Bystrova @dabystrova]

Bravo Doctor Masha 👏👏👏

[Julyan Arbel @JulyanArbel]

Bayesian neural networks will never be the same!
Congrats Doctor Masha! @iamvladimirova
Thanks to an amazing jury @RousseauJudith @EmtiyazKhan @egaussier @pamattei @JakobVerbeek

[Daria Bystrova @dabystrova]

Survey on causal discovery from time series

[Charles Assaad @ckassaad]

Our survey paper (with @e_devijver and @egaussier) on causal discovery from time series has been published in the Journal of Artificial Intelligence Research!
👉 https://t.co/bWbBwG1VPF
Hope it helps those who are on the quest for answering why questions using time series 1/4

[Olena Havrylchyk 🇺🇦 stand with Ukraine @OlenaHavrylchyk]

The French government has just approved financing for a 3-month research stay for Ukrainian researchers, including doctoral students. The program is called PAUSE.

https://t.co/miNnOJfD1n

[Florian Altermatt @florianaltermatt.bsky.social @altermatt_lab]

#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 https://t.co/M4VRT8GUOT). DM me @Sci_for_Ukraine

[Florian Hartig @florianhartig]

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 @dabystrova]

@moins_theo @JulyanArbel @_CIRM While @iamvladimirova was watching mine 👀

[Giovanni Poggiato @GPoggiato]

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 !

[Gabriel Peyré @gabrielpeyre]

Oldies but goldies: F. Chung, Spectral Graph Theory. Everything you want to know about the Laplacian of a graph! https://t.co/MoQgyOpZVI

[Daria Bystrova @dabystrova]

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)

[Daria Bystrova @dabystrova]

Our paper “Clustering Species With Residual Covariance Matrix in Joint Species Distribution Models” -  is now online at https://t.co/VDRB0BodtF  @GPoggiato @JulyanArbel @BillurBektas
More details below (1/5)

[Daria Bystrova @dabystrova]

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)