MLDD_Workshop

Machine Learning for Drug Discovery (MLDD) Workshop | ICLR 2022

[Pascal Notin @NotinPascal]

📢 Get ready for #MLDD2023 happening TOMORROW at #ICLR2023! Tune in to hear about the latest research in machine learning for Drug Discovery🧬💊 #MLDD2023 https://t.co/Qq1Sb5mJvW

[Elizabeth Wood 🧬🖥️🥼 @lizbwood]

Tomorrow at @iclr_conf @MLDD_Workshop, @EliWeinstein6 and I will be talking about generative ML for cell therapy design and synthesis! Tune in around 10:15AM ET if you’re interested! @jura_bio

[Yeskendir 🇰🇿 @yeskendir_k]

Excited to share that our work (w/ @erikjbekkers ) “An Exploration of Conditioning Methods in Graph Neural Networks” was accepted to Machine Learning for Drug Discovery workshop at ICLR’23 @MLDD_Workshop @iclr_conf.
Paper:https://t.co/tfwHw7BIDb
Code:https://t.co/6ea4TIXLdP 1/7

[Renard Lab @RenardLab]

Andrea & Kevin will present our work on prompt tuning for conditional generation of #protein sequences from pre-trained protein language models. Come by tomorrow (05/05), 5pm GMT/7pm CAT to Poster Session 2 at #ICLR2023 @MLDD_Workshop! w/ @MelaniaNowicka @jmbartoszewicz

[Jakub Bartoszewicz @jmbartoszewicz]

Our first "joint-last author" paper with @MelaniaNowicka is now accepted at #iclr2023 ML for Drug Discovery workshop @MLDD_Workshop! Great work by Andrea Nathansen & Kevin Klein, two very ambitious & talented students @HPI_DE

[MLDD_Workshop @MLDD_Workshop]

We are postponing the submission deadline to Monday Feb 13th (AOE). If planning on submitting a paper, please submit an abstract on OpenReview by the original deadline (Feb 10th AOE) #ICLR2023

[MLDD_Workshop @MLDD_Workshop]

Reminder for contributed papers: submission deadline is Feb 10th AOE, via our OpenReview portal: https://t.co/vastvjF6y9 (2/2)

[MLDD_Workshop @MLDD_Workshop]

We are very excited to announce the lineup of speakers for the #MLDD workshop at #ICLR2023, featuring leading scientists and innovators from academia and industry! https://t.co/CQgm5XoQ9Y @OkkoClev @fabian_theis @lizbwood @mmbronstein @RGBLabMIT (1/2)

[MLDD_Workshop @MLDD_Workshop]

We are calling for papers at the intersection of ML & drug discovery. Submission deadline: Feb 10, 2023. For all details: https://t.co/JIx9fxYUWg

[MLDD_Workshop @MLDD_Workshop]

The MLDD workshop will be back at #ICLR2023! Our updated website is up: https://t.co/umcFGeJUd7. We will be making announcements soon re: invited speakers and a new GeneDisco challenge for 2023!

[Pascal Notin @NotinPascal]

Thrilled to announce that the MLDD workshop will be back at #ICLR2023! 🎉More details to come soon

[MLDD_Workshop @MLDD_Workshop]

Any suggestions for improvements? Email us at: [email protected]

[MLDD_Workshop @MLDD_Workshop]

That's a wrap for MLDD 2022! Thanks to the organizers, speakers, authors, participants and our sponsor GSK. Stay tuned for the next edition!

[MLDD_Workshop @MLDD_Workshop]

Task #2: Maximize model performance

[MLDD_Workshop @MLDD_Workshop]

Congrats to the winners of the Genedisco challenge!

Task #1: Maximize target discovery rate

[Leon Hetzel @leon_het]

Happy to present our work on “Predicting Single-Cell Perturbation Responses for Unseen Drugs” at #ICLR2022 @MLDD_Workshop (spotlight) today at 12pm ET. The method, chemCPA, predicts phenotypic responses by including the molecular information about drugs:

[Jannis Born @JannisBorn]

Tune in for the @MLDD_Workshop @iclr_conf tday!

We will give a spotlight talk about the *Regression Transformer* - a dichotomous transformer that combines sequence regression with conditional sequence generation: https://t.co/QIfZU6hivI Joint work with @drugilsberg @IBMResearch

[Mirko Torrisi @Mirko_Torrisi]

Excited to present our work on Improving the Assessment of Drug-Target Interactions Predictors at the MLDD workshop at #iclr2022. Fabs collaboration w @adlvdl and more at CITRE-BMS. 1/5

https://t.co/3Onm8V2DWt

[Ilia Igashov @igashov]

Happy to be presenting our new work "Decoding Surface Fingerprints for Protein-Ligand Interactions" at #ICLR2022 @MLDD_Workshop poster session today at 12pm ET!

Paper: https://t.co/L4MexnKbqu

[Nikša Praljak @NPraljak]

Very excited to be presenting a poster at #ICLR2022 @MLDD_Workshop tomorrow on our work! Great job by @MLDD_Workshop for reviewing and putting everything together. Also, cannot wait to check out all of the other interesting papers and presentations on ML for drug discovery.

[Zander Bühler Harteveld @zanderharteveld]

Really excited to be introducing our new framework for de novo protein design, tomorrow at the @MLDD_Workshop #ICLR_2022 at 10:30-10:50am ET!

Paper: https://t.co/u6jEl4pGzG