Content deleted Content added
m Changed headings |
Add subsection for Knuth Algorithm. |
||
Line 32:
=== Knuth Lab ===
In his position as [[Associate professor|Associate Professor]] in the Departments of Physics and Informatics at University at Albany (SUNY),<ref name=":0" /> Knuth runs a research lab specializing in the Foundations of Physics, Astrophysics, [[Bayesian inference|Bayesian]] [[Data analysis|Data Analysis]], [[Signal separation|Source Separation]] and [[Principle of maximum entropy|Maximum Entropy]]<ref>{{Cite journal |last=Malakar |first=N. K. |last2=Knuth |first2=K. H. |date=2011-03-14 |title=Entropy‐Based Search Algorithm for Experimental Design |url=https://aip.scitation.org/doi/abs/10.1063/1.3573612 |journal=AIP Conference Proceedings |volume=1305 |issue=1 |pages=157–164 |doi=10.1063/1.3573612 |issn=0094-243X}}</ref><ref>{{Cite journal |last=Malakar |first=N. K. |last2=Knuth |first2=K. H. |last3=Lary |first3=D. J. |date=2012-05-03 |title=Maximum joint entropy and information-based collaboration of automated learning machines |url=https://aip.scitation.org/doi/abs/10.1063/1.3703640 |journal=AIP Conference Proceedings |volume=1443 |issue=1 |pages=230–237 |doi=10.1063/1.3703640 |issn=0094-243X}}</ref>,[[quantum information]]<ref>{{Cite journal |last=Knuth |first=Kevin H. |date=2014-01-02 |title=Information-based physics: an observer-centric foundation |url=https://doi.org/10.1080/00107514.2013.853426 |journal=Contemporary Physics |volume=55 |issue=1 |pages=12–32 |doi=10.1080/00107514.2013.853426 |issn=0010-7514}}</ref>, [[Autonomous robot|autonomous robotics]]<ref>{{Cite journal |last=Knuth |first=Kevin H. |last2=Center |first2=Julian L. |date=2010-06-01 |title=Autonomous science platforms and question-asking machines |url=https://ieeexplore.ieee.org/abstract/document/5604217 |journal=2010 2nd International Workshop on Cognitive Information Processing |pages=221–226 |doi=10.1109/CIP.2010.5604217}}</ref>, and the search for and characterization of [[Exoplanet|extrasolar planets]].<ref>{{Cite journal |last=Knuth |first=Kevin H. |last2=Placek |first2=Ben |last3=Richards |first3=Zachary |date=2012-10-01 |title=Detection and characterization of non-transiting extra-solar planets in Kepler Data using reflected light variations |url=https://ieeexplore.ieee.org/abstract/document/6382198 |journal=2012 Conference on Intelligent Data Understanding |pages=31–38 |doi=10.1109/CIDU.2012.6382198}}</ref>
=== Knuth Algorithm ===
Knuth developed the Knuth Algorithm for [[histogram]] binning that is used in [[Wolfram Mathematica]] to calculate the "balance likelihood and prior probability of a piecewise uniform mode"<ref>{{Cite web |title=Histogram—Wolfram Language Documentation |url=https://reference.wolfram.com/language/ref/Histogram.html.en |access-date=2022-07-25 |website=reference.wolfram.com}}</ref>. The algorithm was detailed in Knuth's 2019 paper, published in the journal [[Digital Signal Processing (journal)|Digital Signal Processing]], on optimal data-based binning for histograms and histogram-based probability density models <ref>{{Cite journal |last=Knuth |first=Kevin H. |date=2019-12-01 |title=Optimal data-based binning for histograms and histogram-based probability density models |url=https://www.sciencedirect.com/science/article/pii/S1051200419301277 |journal=Digital Signal Processing |language=en |volume=95 |pages=102581 |doi=10.1016/j.dsp.2019.102581 |issn=1051-2004}}</ref>.
=== Entropy Journal ===
| |||