Connor T. Jerzak's picture

Connor T. Jerzak

cjerzak

·

https://ConnorJerzak.com/

AI & ML interests

Causality, AI & Global Development, earth obs, adversarial, substantive applications. "Nullius in verba."

Recent Activity

updated a dataset 1 day ago

cjerzak/LinkOrgs_PackageSupport

updated a dataset 1 day ago

cjerzak/TemporalNeighborhoodMaterialWealthAfrica

updated a dataset 1 day ago

cjerzak/HumanDisentangledText

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Organizations

Posts 2

Post

2296

Dropped a dataset on here for linking org data: half a billion records scraped from LinkedIn networks. Positive/negative matches, bipartite graphs, Markov clusters – all the goods to train models that actually work on fuzzy company names.

NegMatches, PosMatches, holdouts for eval.

Check it out: cjerzak/LinkOrgs

Post

515

Scaling laws for multi‐scale dynamics: stacking resolutions uncovers hidden structure and drives predictable performance gains. Multi‐scale works because it blends coarse and fine contexts into a unified representation.

Dive into the math and experiments here: https://planetarycausalinference.org/scaling-laws-for-multi-scale/

Collections 3

View 3 collections

Papers 12

arxiv:2506.09627

arxiv:2504.19043

arxiv:2501.07642

arxiv:2411.02134

spaces 8

View DescriptiveRepresentationCalculator

Interactive viewer for: DescriptiveRepresentationCalculator

Multiscaler

Illustrating "Optimizing Multi-Scale Representations"

Strategize Real

strategize real

WealthAfrica V1

Time Series of Neighorhood Across Wealth in Africa

WealthAfrica V2

Time Series of Neighorhood Across Wealth in Africa

DescriptiveRepresentation CountryRanks

Descriptive representation by country

models 4

cjerzak/trump-speeches-gpt2-finetune

Text Generation • 0.1B • Updated Mar 11 • 7

cjerzak/trump-speeches-gpt2-finetune-tokenizer

cjerzak/PlanetaryCausalInference

Updated Oct 1, 2024

cjerzak/LinkOrgs-v1

Updated Aug 19, 2024

datasets 18

cjerzak/LinkOrgs_PackageSupport

Updated 1 day ago • 18

cjerzak/TemporalNeighborhoodMaterialWealthAfrica

Viewer • Updated 1 day ago • 132k • 37

cjerzak/HumanDisentangledText

Viewer • Updated 1 day ago • 503 • 97

cjerzak/EO-DHS

Viewer • Updated 3 days ago • 68.6k • 336

cjerzak/ImageHeterogeneity

Viewer • Updated 3 days ago • 422 • 57

cjerzak/LinkOrgs

Viewer • Updated 3 days ago • 2M • 112 • 4

cjerzak/TextQuantificationDatasets

Preview • Updated 4 days ago • 112

cjerzak/GlobalLeadershipProject_v1

Viewer • Updated 4 days ago • 72.4k • 35

cjerzak/CountryRepresentationRankings

Viewer • Updated 4 days ago • 156 • 56

cjerzak/ImageConfounding

Viewer • Updated 4 days ago • 1.38k • 45

View 18 datasets