Concepedia

Author

Adam D. Cobb

University of OxfordORCID

Also Known As

Adam Cobb, Adam D Cobb, Adam D. Cobb, Cobb, Adam, Cobb, Adam D, Cobb, Adam D., Kloosterman, F.

53

Publications

895

Citations

10

H-Index

35

Concepts

All Affiliations

University of OxfordVirginia Tech
AD

About

Adam D. Cobb is an author at University of Oxford specializing in engineering, machine learning, and artificial intelligence.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

7

7

237

2

Management

1

1

32

3

Medicine

1

1

12

4

Biostatistics

1

1

12

5

Computer Engineering

1

1

103

Adam D. Cobb

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8

Publications

274

Citations

8

H-Index

YearCitations

Improving Differential Evolution through Bayesian Hyperparameter Optimization

Subhodip Biswas, Debanjan Saha, Shuvodeep De,

2021

103

BayesOpt Adversarial Attack

Binxin Ru, Adam D. Cobb, Arno Blaas,

International Conference on Learning Representations

2020

44

Accurate Machine-learning Atmospheric Retrieval via a Neural-network Surrogate Model for Radiative Transfer

Michael D. Himes, Joseph Harrington, Adam D. Cobb,

The Planetary Science Journal

2022

37

Loss-Calibrated Approximate Inference in Bayesian Neural Networks

Adam D. Cobb, Stephen Roberts, Yarin Gal

arXiv (Cornell University)

2018

32

Bayesian Deep Learning for Exoplanet Atmospheric Retrieval

Frank Soboczenski, Michael D. Himes, Molly D. O’Beirne,

arXiv (Cornell University)

2018

18

Introducing an Explicit Symplectic Integration Scheme for Riemannian Manifold Hamiltonian Monte Carlo

Adam D. Cobb, Atılım Güneş Baydin, Andrew Markham,

arXiv (Cornell University)

2019

18

Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity

Wolfgang Fruehwirt, Adam D. Cobb, Martin Mairhofer,

arXiv (Cornell University)

2018

12

Better call Surrogates: A hybrid Evolutionary Algorithm for Hyperparameter optimization

Subhodip Biswas, Adam D. Cobb, Andreea Sistrunk,

arXiv (Cornell University)

2020

10

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