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M. Clerx

3 papers hereh-index 14754 citations49 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.MS1
  • math.OC1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedProbabilistic Inference on Noisy Time Series (PINTS)

78 citations · 78 across the 2 of their papers we have counts for

collaborators

3 papers

math.OC2024

Where's Ben Nevis? A 2D optimisation benchmark with 957,174 local optima based on Great Britain terrain data

Yuhang Wei, Michael Clerx, Gary R. Mirams

We present a novel optimisation benchmark based on the real landscape of Great Britain (GB). The elevation data from the UK Ordnance Survey Terrain 50 dataset is slightly modified…

stat.ME2022

Autocorrelated measurement processes and inference for ordinary differential equation models of biological systems

Ben Lambert, Chon Lok Lei, Martin Robinson +5

Ordinary differential equation models are used to describe dynamic processes across biology. To perform likelihood-based parameter inference on these models, it is necessary to spe…

cs.MS2018★ 78 cited

Probabilistic Inference on Noisy Time Series (PINTS)

Michael Clerx, Martin Robinson, Ben Lambert +4

Time series models are ubiquitous in science, arising in any situation where researchers seek to understand how a system's behaviour changes over time. A key problem in time series…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.