Moritz Diehl

3 papers · 2020–2021 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (7) 🚀 Conference Pioneer

Conferences

AISTATS (1) ICLR (1) L4DC (1)

Top co-authors

Jia-Jie Zhu (2) Wittawat Jitkrittum (1) Andrea Zanelli (1) Bernhard Schölkopf (1) Quoc Tran Dinh (1) Matilde Gargiani (1) Bernhard Schoelkopf (1) Frank Hutter (1)

Keywords

stochastic optimization (1) convex optimization (1) reproducing kernel hilbert space (1) stochastic approximation (1) kernel mean embedding (1) distributionally robust optimization (1) distributional distance regularization (1) sample-based optimization (1) reduced-set expansion (1)

Papers

Kernel Distributionally Robust Optimization: Generalized Duality Theorem and Stochastic Approximation AISTATS 2021

Transferring Optimality Across Data Distributions via Homotopy Methods ICLR 2020

A Kernel Mean Embedding Approach to Reducing Conservativeness in Stochastic Programming and Control L4DC 2020