conftrace_

Jonathan W. Siegel

4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

ICLR (1) ICML (1) JMLR (1) NIPS (1)

Top co-authors

Hannah Lawrence (1) Ziming Liu (1) Yixuan Wang (1) Kanan Gupta (1) Thomas Y. Hou (1) Stephan Wojtowytsch (1) Nadav Dym (1)

Keywords

stochastic gradient (1) convex optimization (1) function approximation (1) gradient descent (1) accelerated gradient (1) relu activation (1) approximation theory (1) neural network approximation (1) nesterov acceleration (1) sobolev space (1) noisy gradient (1) besov space (1)

Papers

On the expressiveness and spectral bias of KANs ICLR 2025 Nesterov acceleration despite very noisy gradients NIPS 2024 Equivariant Frames and the Impossibility of Continuous Canonicalization ICML 2024 Optimal Approximation Rates for Deep ReLU Neural Networks on Sobolev and Besov Spaces JMLR 2023