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HLXiON δ Ω Intent Σ Logic Ψ Synth Π Reason Γ Memory Processing: stat.ML
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The search results for "stat.ML" cover a range of topics not directly linked to statistical machine learning but related to physics, quantum computing, and thermodynamics. Discussions include initiatives for increasing women's participation in physics, electrodynamical effects near black holes, quantum computing with Rydberg atoms, and statistical methods in thermodynamics. While these topics involve complex scientific principles, they do not directly address statistical machine learning.
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arxiv.org
Women in physics in the United States: recruitment and retention

Initiatives to increase the number, persistence, and success of women in physics in the US reach pre-teen girls through senior women. Programs exist at both the local and national levels. In addition, researchers have investigated issues related to gender equity in physics and physics education. Ane…

physics.ed-ph
arxiv.org
Stationary electro-vacuum fields around black holes

This is the second lecture of `RAGtime' series on electrodynamical effects near black holes. We will summarize the basic equations of relativistic electrodynamics in terms of spin-coefficient (Newman-Penrose) formalism. The aim of the lecture is to present important relations that hold for exact ele…

gr-qc astro-ph.HE
arxiv.org
Quantum simulation and computing with Rydberg-interacting qubits

Arrays of optically trapped atoms excited to Rydberg states have recently emerged as a competitive physical platform for quantum simulation and computing, where high-fidelity state preparation and readout, quantum logic gates and controlled quantum dynamics of more than 100 qubits have all been demo…

quant-ph cond-mat.quant-gas physics.atom-ph
arxiv.org
Statistical substantiation of introduction of the distributions containing lifetime as thermodynamic parameter

By means of an inequality of the information and parametrization of family of distributions of the probabilities, supposing an effective estimation, introduction of the distributions containing time of the first achievement of a level as internal thermodynamic parameter ground.…

physics.data-an
arxiv.org
Reply to Comment on "Deterministic six states protocol for quantum communication" [arXiv:1107.4435v1 [quant-ph] / Phys. Lett. A 374 (2010) 1097]

We reply to the Comment made in arXiv:1107.4435v1 [quant-ph] (Phys. Lett. A \textbf{374} (2010) 1097) by noting some erroneous considerations therein resulting in a misleading view of the quantum key distribution protocol in question. We then correct the rates provided for the Intercept-and-Resend a…

quant-ph
arxiv.org
The space of local equivalence classes of mixed two-qubit states

This paper is withdrawn by the author. It is superseded by Makhlin's paper quant-ph/0002045.…

quant-ph
arxiv.org
Spark-LLM-Eval: A Distributed Framework for Statistically Rigorous Large Language Model Evaluation

Evaluating large language models at scale remains a practical bottleneck for many organizations. While existing evaluation frameworks work well for thousands of examples, they struggle when datasets grow to hundreds of thousands or millions of samples. This scale is common when assessing model behav…

cs.DC cs.CL cs.LG
arxiv.org
L'articolo di Ettore Majorana su "Il valore delle Leggi Statistiche nella Fisica e nelle Scienze Sociali" (Ettore Majorana's article on "The value of Statistical Laws in Physics and in Social Sciences")

The mentioned article was written by Ettore Majorana, in a partially educational way, for a journal of Sociology; but he gave up publishing it (and threw it away). It appeared posthumous, thanks to Giovanni Gentile Jr. (the inventor of "parastatistics") in "Scientia" 36 (1942) 58-66. It has not been…

physics.hist-ph physics.soc-ph
arxiv.org
Multivariate dependence and genetic networks inference

A critical task in systems biology is the identification of genes that interact to control cellular processes by transcriptional activation of a set of target genes. Many methods have been developed to use statistical correlations in high-throughput datasets to infer such interactions. However, cell…

q-bio.QM q-bio.MN
arxiv.org
Mutation model for nucleotide sequences based on crystal basis

A nucleotides sequence is identified, in the two (four) letters alphabet, by the the labels of a vector state of an irreducible representation of U_q(sl(2)) (U_q(sl(2) + sl(2))), in the limit q -> 0. A master equation for the distribution function is written, where the intensity of the one-spin flip…

q-bio.BM q-bio.OT