Tobias Sutter
@tobiassutter.bsky.social
Associate Professor, University of St.Gallen
New print on optimal decision making by exploiting statistical concentration properties of the underlying data generating process …
arxiv.org/pdf/2507.15215
arxiv.org/pdf/2507.15215
July 22, 2025 at 4:35 AM
New print on optimal decision making by exploiting statistical concentration properties of the underlying data generating process …
arxiv.org/pdf/2507.15215
arxiv.org/pdf/2507.15215
Reposted by Tobias Sutter
I‘ll be presenting my poster on solving probabilistic verification problems of NNs at ICML today! Meet me at poster E-2302 :)
July 17, 2025 at 5:01 PM
I‘ll be presenting my poster on solving probabilistic verification problems of NNs at ICML today! Meet me at poster E-2302 :)
May 2, 2025 at 4:57 PM
Reposted by Tobias Sutter
I'm excited to share our NeurIPS 2024 paper "Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms" 🤖.
Paper link 📜: arxiv.org/abs/2410.19055
Paper link 📜: arxiv.org/abs/2410.19055
Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms
When training neural networks with custom objectives, such as ranking losses and shortest-path losses, a common problem is that they are, per se, non-differentiable. A popular approach is to continuou...
arxiv.org
November 28, 2024 at 1:49 AM
I'm excited to share our NeurIPS 2024 paper "Newton Losses: Using Curvature Information for Learning with Differentiable Algorithms" 🤖.
Paper link 📜: arxiv.org/abs/2410.19055
Paper link 📜: arxiv.org/abs/2410.19055