Adam Scherlis

2 papers · 2019–2022 · 2 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Conferences

AAAI (1) NIPS (1)

Top co-authors

Peter Schmidt-Nielsen (1) Lawrence Chan (1) Noa Nabeshima (1) Tao LIN (1) Seraphina Nix (1) Daniel Ziegler (1) Tim Bauman (1) Daniel de Haas (1) Buck Shlegeris (1) Nate Thomas (1)

Keywords

text generation (1) adversarial training (1) neural network optimization (1) loss landscape (1) ai safety (1) worst-case performance (1) convolutional neural network (1) hessian eigenvalue (1) network initialization (1) network training (1) classifier threshold (1) high-stakes reliability (1)

Papers

Adversarial training for high-stakes reliability NIPS 2022

The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes AAAI 2019