this rocks. when indiana edu killed the student newspaper, Purdue stepped up, printed the forbidden issue, drove it to Bloomington and stocked the boxes.
18.10.2025 18:27 β π 15636 π 4514 π¬ 15 π 2@andymiketom.bsky.social
Assistant professor, University of Iowa. Stochastic topology, TDA, statistics and imaging. Borel measurable, PhD. Opinions expressed are solely my own and not those of my employer.
this rocks. when indiana edu killed the student newspaper, Purdue stepped up, printed the forbidden issue, drove it to Bloomington and stocked the boxes.
18.10.2025 18:27 β π 15636 π 4514 π¬ 15 π 2Wow. Thatβs really untenable when solar offers 160x on your mileage, but itβs never about efficiency.
11.10.2025 21:03 β π 2 π 0 π¬ 0 π 0Stunning number
11.10.2025 14:46 β π 3 π 0 π¬ 1 π 0Issue went away last night for me!
06.10.2025 12:39 β π 2 π 0 π¬ 0 π 0Also having this issue!
05.10.2025 21:23 β π 2 π 0 π¬ 1 π 0In early 2025, beaver activity in the Brdy Protected Landscape Area, Czech Republic, contributed to the restoration of a wetland ecosystem. A family of beavers constructed a series of dams that coincidentally accomplished environmental goals of the Czech government, which had delayed its proposed project since 2018 for bureaucratic and financial reasons. The beaver-built dams saved the Czech government approximately US$1.2 million,
imagine if a family of beavers randomly showed up right now and finished whatever thing you've been putting off
22.09.2025 21:41 β π 6344 π 1830 π¬ 75 π 228Detroiters π
13.09.2025 04:12 β π 2 π 0 π¬ 0 π 0Finally, I would also encourage everyone to take a look at Section S6 of the Supplementary Material, which contains interesting studies in the multiple changepoint setup: figshare.com/articles/dat...
Also, make sure to check out the Python package bclr on PyPI: pypi.org/project/bclr/
Not only do we recover the exact location of the changes, but we can uncover the nature of the changes (in which coordinates they occur) and how confident we are the changes occur in those coordinates! The paper contains a lot more examples along these lines.
17.07.2025 16:21 β π 1 π 0 π¬ 1 π 0If we consider a 3-dimensional Gaussian series with three changes at times 120, 320 and 400 specified by
β¨1) x_1 increases
2) x_1 decreases, x_2 increases
3) x_2 decreases, x_3 increases
we get the following results for our posterior "z-scores" of the logistic regression coordinates:
This work gives one the ability to quantify the uncertainty around changes using a Bayesian approach and also leverage the inferential power of logistic regression to determine how the change occurs.
17.07.2025 16:21 β π 0 π 0 π¬ 1 π 0Thrilled to announce the publication of our article "Bayesian Changepoint Detection via Logistic Regression and the Topological Analysis of Image Series" in Technometrics: www.tandfonline.com/eprint/AYGJE...
17.07.2025 16:21 β π 1 π 0 π¬ 1 π 0America is beautiful, contradictory, unfinished. I am proud of our country even as we constantly strive to make it better, to protect and deepen our democracy, to fulfill its promise for each and every person who calls it home.
Happy Independence Day. No Kings in America.
A really nice write-up of our article can be found here: stat.cornell.edu/news/new-ana...
17.06.2025 15:40 β π 0 π 0 π¬ 0 π 0Other works, such as doi.org/10.2312/stag..., have found that TDA outperforms even deep learning models in data-scarce domains. Our study (above) provides more evidence for this conclusion.
17.06.2025 15:40 β π 1 π 0 π¬ 1 π 0This study not only demonstrates the superior performance of TDA over radiomics models (and even better performance with a multimodal model), but also demonstrates satisfactory performance compared to the static-CNN model in doi.org/10.1148/ryai...
17.06.2025 15:40 β π 0 π 0 π¬ 1 π 0A while back we published an article on using TDA in a limited data setting to predict follicular thyroid cancer using ultrasound imaging (in particular distinguish between adenoma and carcinoma): doi.org/10.1556/1647...
17.06.2025 15:40 β π 1 π 0 π¬ 1 π 0Jones sums up well the lunacy of modern industrial row-crop agriculture and the absurdity of the so-called βrenewable fuel standardβ
02.06.2025 19:30 β π 9 π 1 π¬ 0 π 0This article establishes easy-to-apply limit theory for the sublevel set persistence of stationary processes, for use in statistics and applications! Check it out!
25.05.2025 19:14 β π 0 π 0 π¬ 0 π 0Pleased to announce the publication of my latest article "Convergence of persistence diagrams for discrete time stationary processes" in the Journal of Applied and Computational Topology (@springernature.com), and it's open access.
25.05.2025 19:14 β π 0 π 0 π¬ 2 π 0(WOLVES IN 5) X 2
15.05.2025 04:26 β π 0 π 0 π¬ 0 π 0An encyclical about how itβs actually called the βCloud Gateβ and not βThe Beanβ
09.05.2025 14:35 β π 0 π 0 π¬ 0 π 0Wolves faithful believed when no one else did.
Best (and smartest) fan base in the nation.
(S/O @kyletheige.bsky.social @skornorth.bsky.social @twowordspod.bsky.social @thedailywolves.bsky.social @nopantscrunch.bsky.social)
WOLVES IN 5
01.05.2025 04:53 β π 0 π 0 π¬ 0 π 0WOLVES WIN! WOLVES WIN! THERE ARE GOOD THINGS IN THIS WORLD!
27.04.2025 22:35 β π 0 π 0 π¬ 0 π 0Hereβs a video my wife (not on bsky) captured of the cranes just enjoying life:
23.03.2025 23:48 β π 1 π 0 π¬ 0 π 0If you want an easy-to-use Python package for interpretable multivariate, multiple changepoint detection with uncertainty quantification, check out BCLR, now on PyPI: pypi.org/project/bclr/
23.03.2025 23:42 β π 1 π 0 π¬ 0 π 0We were there at the same time, so this episode really hits the nail on the head.
You donβt need to head to the Okavango delta. If youβre in Iowa, one of the worldβs greatest wildlife spectacles is just a couple hours down I-80.
Thatβ¦ canβt be good?
07.03.2025 02:06 β π 0 π 0 π¬ 0 π 0