Concepedia

Aleksandar Botev

AB

13

Publications

692

Citations

11

H-Index

2017

Active since

Affiliations

University College London(Current)

Massachusetts Institute of Technology

Google (United States)

The NSF AI Institute for Artificial Intelligence and Fundamental Interactions

Google DeepMind (United Kingdom)

Aleksandar Botev is an author at University College London specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningComputer EngineeringPhysicsNatural SciencesApproximation TheoryLattice Field TheoryQuantum Field Theory

Publications per year

2017–2024

13

Publications

13

A Scalable Laplace Approximation for Neural Networks

Hippolyt Ritter, Aleksandar Botev, David Barber · UCL Discovery (University College London) · 2018 · 171 citations

Scalable Laplace Approximation, Graph Neural Network, Engineering +15

Online Structured Laplace Approximations for Overcoming Catastrophic Forgetting

Hippolyt Ritter, Aleksandar Botev, David Barber · UCL Discovery (University College London) · 2018 · 107 citations

Online Structured Laplace Approximations For Overcoming Catastrophic Forgetting

Hippolyt Ritter, Aleksandar Botev, David Barber · arXiv (Cornell University) · 2018 · 98 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Practical Gauss-Newton Optimisation for Deep Learning

Aleksandar Botev, Hippolyt Ritter, David Barber · UCL Discovery (University College London) · 2017 · 93 citations

Model Optimization, Effective Optimisation, Engineering +12

Hamiltonian Generative Networks

Aleksandar Botev, Irina Higgins, Andrew Jaegle et al. · International Conference on Learning Representations · 2020 · 55 citations

Hamiltonian Dynamics, Engineering, Machine Learning +10

Rows per page

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