Devon Jarvis

51 posts

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Devon Jarvis

Devon Jarvis

@devonjarvi5

Lecturer in Theoretical ML at Wits University. Founder of the Cognition, Adaptation and Learning Lab (@caandl_lab). Google PhD Fellow and Commonwealth Scholar.

Johannesburg, South Africa Inscrit le Eylül 2016
135 Abonnements158 Abonnés
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Devon Jarvis
Devon Jarvis@devonjarvi5·
Our paper, “Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks” will be presented at ICLR 2025 this week (openreview.net/forum?id=27SSn…)! We derive closed-form dynamics for some, remarkably linear, feature learning ReLU networks (1/9)
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Devon Jarvis retweeté
Wits CSAM
Wits CSAM@CSAM_Wits·
We would like to congratulate and wish the Faculty of Science well on the launch of the AMPLIFY Unit lead by Abdul Hamid Carrim! Mathematics is at the heart of Computer Science and we are excited to see this step towards promoting excellence in 1st Year Mathematics.
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Devon Jarvis retweeté
Wits University
Wits University@WitsUniversity·
🎉 Congratulations to Jess Rees and Tristan Bester on being awarded the highly competitive Google PhD Fellowship for 2025 . 💙🏛️ This prestigious fellowship recognises exceptional PhD candidates from the School of Computer Science and Applied Mathematics (CSAM) at Wits whose research shows outstanding potential for groundbreaking scientific contributions and meaningful societal impact. Read More: ow.ly/JcFH50XZZsP #WitsForGood #WitsResearch #InnovationForGood
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Devon Jarvis
Devon Jarvis@devonjarvi5·
The cherry on top is that it was awarded in the category of Artificial Intelligence. The future is looking bright for South African AI and neuroscience and I am gratified to be recognised as one of many young voices ensuring that we contribute globally to these impactful fields
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Devon Jarvis retweeté
RAIL Lab 🇿🇦
RAIL Lab 🇿🇦@raillabwits·
Great news! This work has also been accepted into RLC for the Journal to Conference Track. Congrats @geraudnt and teams for the great result 🦾
Geraud Nangue Tasse@geraudnt

Thrilled to share that our paper was just published in JAIR (jair.org/index.php/jair…)! We formalise task composition in RL using lattice structures📷, building a general framework for logical composition over arbitrary tasks beyond Boolean logic. (1/8) 🧵👇

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Kira Düsterwald
Kira Düsterwald@kiradusterwald·
Looking forward to presenting Tree-WSV for fast unsupervised ground metric learning at @iclr_conf 2025 tomorrow at 3 pm! Come find me at poster #197 🌳
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Kira Düsterwald@kiradusterwald

New preprint! 🚨 Clustering is a powerful tool in genomics & neurosci, but is contingent on the distance /cost chosen between data features. With @samo_hromadka & @myamada0 we used optimal transport on trees 🌳 to learn underlying distances – fast! arxiv.org/abs/2411.07432 1/8

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Devon Jarvis
Devon Jarvis@devonjarvi5·
A huge thanks to my supervisors @kleinric, @BenjaminRosman and @SaxeLab for their constant assistance and guidance. Looking forward to chatting more on Thursday at 3pm, Poster #349! 👋 (9/9)
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Devon Jarvis
Devon Jarvis@devonjarvi5·
Finally, we provide an initial hidden layer clustering algorithm which is able to identify a ReLN for a given ReLU network, with the goal of enabling future work with our paradigm. (8/9)
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Devon Jarvis
Devon Jarvis@devonjarvi5·
Our paper, “Make Haste Slowly: A Theory of Emergent Structured Mixed Selectivity in Feature Learning ReLU Networks” will be presented at ICLR 2025 this week (openreview.net/forum?id=27SSn…)! We derive closed-form dynamics for some, remarkably linear, feature learning ReLU networks (1/9)
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