Topological mixture estimation
Authors: Steve Huntsman
ICML 2018 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We present two phenomenologically illustrative examples. First, in Figures 6 and 7 we consider the n = 272 waiting times between eruptions of the Old Faithful geyser from the data set in (H ardle, 2012). Then, in Figures 8 and 9 we consider the n = 2107 Sloan Digitial Sky Survey g r color indices accessed from the Vizie R database (Ochsen- bein et al., 2000) at http://cdsarc.u-strasbg. fr/viz-bin/Cat?J/Ap J/700/523 and discussed in (An et al., 2009); the latter example is replicated in (BAE Systems, 2018). |
| Researcher Affiliation | Industry | BAE Systems FAST Labs, Arlington, VA, USA. Correspondence to: Steve Huntsman <steve.huntsman@baesystems.com> |
| Pseudocode | Yes | Algorithm 1 Topological Mixture Estimation (TME) [...] Algorithm 2 Topological Density Estimation (TDE) [...] Algorithm 3 Reblurred Topological Mixture Estimation |
| Open Source Code | Yes | BAE Systems. Topological density estimation. https: //git.io/vy C4l, 2017. [...] BAE Systems. Topological mixture estimation. https: //git.io/v AJck, 2018. |
| Open Datasets | Yes | waiting times between eruptions of the Old Faithful geyser from the data set in (H ardle, 2012). [...] Sloan Digitial Sky Survey g r color indices accessed from the Vizie R database (Ochsenbein et al., 2000) at http://cdsarc.u-strasbg. fr/viz-bin/Cat?J/Ap J/700/523 and discussed in (An et al., 2009) |
| Dataset Splits | No | The paper does not explicitly mention training/validation/test splits with percentages, counts, or specific methodologies like k-fold cross-validation for its own experiments. |
| Hardware Specification | No | The paper does not provide specific hardware details such as GPU models, CPU models, or memory configurations used for running experiments. |
| Software Dependencies | No | The paper mentions 'MATLAB implementation' but does not specify a version number or other key software dependencies with their versions. |
| Experiment Setup | No | The paper describes the algorithms and their application to examples, but does not provide specific experimental setup details such as hyperparameter values, optimization settings, or other configuration specifics. |