conftrace_

Andrei Smolensky

3 papers · 2021–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

JMLR (2) CoRL (1)

Top co-authors

Viacheslav Borovitskiy (3) Alexander Terenin (3) Iskander Azangulov (2) Tamim Asfour (1) Noémie Jaquier (1) Leonel Rozo (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Mathematics & Optimization (3) Mathematics (3) Optimization & Theory (3) Bayesian & Probabilistic · Artificial Intelligence (2) Bayesian & Probabilistic · Machine Learning (2) Core Methods (2) Core AI (1)

Keywords

gaussian process (3) covariance kernel (2) bayesian learning (2) non-euclidean space (2) stationary kernel (2) control parameter (1) motion planning (1) non-compact symmetric space (1) bayesian optimization (1) riemannian manifold (1) lie group (1) symmetric space (1)

Papers

Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces JMLR 2024 Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case JMLR 2024 Geometry-aware Bayesian Optimization in Robotics using Riemannian Matérn Kernels CoRL 2021