Stephen Bonner

Machine Learning and Drug Discovery at @AstraZeneca (views my own). PhD @durham_uni, passed through @computingncl, @gliffai, @CriteoAILab

[Stephen Bonner @SBonner0]

@ojah87 What an amazing husband you have!

[Stephen Bonner @SBonner0]

@ojah87 Translation?

[Stephen Bonner @SBonner0]

@ojah87 Is that include me?

[Stephen Bonner @SBonner0]

@ojah87 And I have to drive in it

[Stephen Bonner @SBonner0]

@ojah87 I can hire you laaaa

[Stephen Bonner @SBonner0]

@ojah87 Ojah for PM

[PyKEEN @keenuniverse]

Broadcasting, reshaping, repeating, and squeezing in @PyTorch is tricky business. Thanks to @SBonner0 for identifying some room for improvement in our implementation of Margin Ranking loss

🔗 PR: https://t.co/f4M17aJOK9

#machinelearning #ai #artificialintelligence #opensource

[Stephen Bonner @SBonner0]

@ojah87 Go for it dude!

[Stephen Bonner @SBonner0]

@ojah87 You can sell the 7 and get an 8 if you want….or save the money for 14 Pro 😎

[Stephen Bonner @SBonner0]

@ojah87 Series 7*

[NVIDIA Healthcare @NVIDIAHealth]

Join Ola Engkvist, Senior Director, Discovery Sciences, R&D at AstraZeneca, to learn how drug design has been impacted by #AI in the last few years, where we are now and what progress we can reasonably expect in the coming years at #GTC22.

[PyKEEN @keenuniverse]

🚨 PyKEEN 1.7.0 is out! 🚨

New: 7 models, 3 encoders, 2 trackers, keras-style training callbacks, uncertainty estimation, and more

📖 Full Release Notes: https://t.co/oaYAAix2bL

💪 Huge S/O to external contributors @dobraczka @michael_galkin @SBonner0 @Ralph_Abb and others

[Stephen Bonner @SBonner0]

@liza_p_semenova @lmrl_bio @NeurIPSConf Thanks Liza! - let’s try and sort out a catch up with Ufuk soon if you have time.

[Stephen Bonner @SBonner0]

Happy to present a new paper today at @lmrl_bio, held at @NeurIPSConf. The paper explores how topological imbalance in drug discovery knowledge graphs can affect models trained upon them and is joint work with Ufuk Kirik, Ian Barrett, Ola Engkvist and Jian Tang.

[Stephen Bonner @SBonner0]

Preprint: https://t.co/m31QMz0FSf

[BenevolentAI @benevolent_ai]

Delighted to have won the Best Partnership Alliance for our work with @AstraZeneca at the prestigious #ScripAwards.

Our teams work side-by-side to combine AI & scientific expertise to discover novel targets for #CKD & #IPF.

Learn more: https://t.co/Wz1tShzRfy @PharmaScrip

[Stephen Bonner @SBonner0]

For those having issues with the shortened paper URL, here in the full link: https://t.co/pgjDil7d3G

[Stephen Bonner @SBonner0]

An updated version of "A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective" with I Barrett, C Ye, R Swiers, O Engkvist, @AndreasBenderUK, @cthoyt and W Hamilton has been released.
Paper: https://t.co/Nx7kmzkF5A
Repo: https://t.co/MB6D2mLYxT

[Stephen Bonner @SBonner0]

New for this version is the associated github repo collecting all the relevant resources, papers and dataset links into one location. This repo will continue to be updated as new resources are released.