Lee, Darrick
- Stein Variational Ergodic Search
2024/06/17 by Lee, Darrick, Lerch, Cameron, Ramos, Fabio +1 · 4 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- Capturing Graphs with Hypo-Elliptic Diffusions
2022/05/27 by Csaba D. Tóth, Darrick Lee, Toth, Csaba +5 · 2 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Probability (math.PR) #Stochastic Gradient Optimization Techniques #Topic Modeling
- The Signature Kernel
2023/05/08 by Lee, Darrick, Oberhauser, Harald · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probability (math.PR)
- Random Surfaces and Higher Algebra
2023/11/14 by Lee, Darrick, Oberhauser, Harald · 2 citations
#Algebraic Topology (math.AT) #Category Theory (math.CT) #Differential Geometry (math.DG) #FOS: Mathematics #Probability (math.PR)
- Ergodic Trajectory Optimization on Generalized Domains Using Maximum Mean Discrepancy
2024/10/14 by Christian Hughes, Hughes, Christian, Houston Warren +7 · 3 citations
Engineering · Mathematics · #93C85 #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Mathematical Approximation and Integration #Robotics (cs.RO)
- The Surface Signature and Rough Surfaces
2024/06/24 by Lee, Darrick · 2 citations
#Algebraic Topology (math.AT) #Category Theory (math.CT) #Differential Geometry (math.DG) #FOS: Mathematics #Functional Analysis (math.FA) #Probability (math.PR)
- A Topological Approach to Mapping Space Signatures
2022/02/01 by Chad Giusti, Darrick Lee, Giusti, Chad +5 · 1 citation
Economics, Econometrics and Finance · Mathematics · #28C20 #55U15 #60L10 #Advanced Topology and Set Theory #Algebraic Topology (math.AT) #FOS: Mathematics #Functional Analysis (math.FA) #Mathematical and Theoretical Analysis #Probability (math.PR) #Stochastic processes and financial applications