Samuel S. Schoenholz

4 papers · 2017–2020 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🚀 Conference Pioneer

Conferences

ICLR (3) ICML (1)

Top co-authors

Jascha Sohl-dickstein (3) Jeffrey Pennington (2) Jaehoon Lee (2) Roman Novak (2) Greg Yang (1) Justin Gilmer (1) Jiri Hron (1) George E. Dahl (1) Oriol Vinyals (1) Yasaman Bahri (1)

Keywords

supervised learning (1) message passing (1) quantum chemistry (1) invariant representation (1) molecular property prediction (1) graph neural network (1)

Papers

Neural Tangents: Fast and Easy Infinite Neural Networks in Python ICLR 2020

A Mean Field Theory of Batch Normalization ICLR 2019

Deep Neural Networks as Gaussian Processes ICLR 2018

Neural Message Passing for Quantum Chemistry ICML 2017