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Machine learning (ML) has transformed numerous fields, but understanding its foundational research is crucial for its continued progress. This paper presents an overview of the significant classical ML algorithms and examines the…

Some factors connecting the evolutionary histories of galaxies with the characteristics of their cluster systems are reviewed. Unanswered questions include: How is one to understand the observation that some globular cluster systems have…

Astrophysics · Physics 2007-05-23 Sidney van den Bergh

Automated driving systems (ADSs) promise a safe, comfortable and efficient driving experience. However, fatalities involving vehicles equipped with ADSs are on the rise. The full potential of ADSs cannot be realized unless the robustness of…

Robotics · Computer Science 2020-04-06 Ekim Yurtsever , Jacob Lambert , Alexander Carballo , Kazuya Takeda

Recent AI progress has outpaced expectations, with some experts now predicting AI that matches or exceeds human capabilities in all cognitive areas (AGI) could emerge this decade, potentially posing grave national and global security…

Computers and Society · Computer Science 2025-07-30 Sarah Hastings-Woodhouse

These informal notes concern some basic themes of harmonic analysis related to representations of groups.

Classical Analysis and ODEs · Mathematics 2007-05-23 Stephen Semmes

Citizens' assemblies are an increasingly influential form of deliberative democracy, where randomly selected people discuss policy questions. The legitimacy of these assemblies hinges on their representation of the broader population, but…

Machine Learning · Computer Science 2025-08-13 Angelos Assos , Carmel Baharav , Bailey Flanigan , Ariel Procaccia

We provide a gentle introduction to arc spaces, motivic integration and stringy invariants. We explain the basic concepts and first results, including the p-adic number theoretic pre-history, and we provide concrete examples. The text is a…

Algebraic Geometry · Mathematics 2016-09-07 Willem Veys

Meetings such as ADASS demonstrate that there is an enthusiasm for communication within the astronomical software community. However, the amount of information and experience that can flow around in the course of one, relatively short,…

Instrumentation and Methods for Astrophysics · Physics 2009-02-03 Keith Shortridge

In September 2019, the Council of Europe's Committee of Ministers adopted the terms of reference for the Ad Hoc Committee on Artificial Intelligence (CAHAI). The CAHAI is charged with examining the feasibility and potential elements of a…

Computers and Society · Computer Science 2021-04-12 David Leslie , Christopher Burr , Mhairi Aitken , Josh Cowls , Michael Katell , Morgan Briggs

We survey the history of the capset problem in the context of related results on progression-free sets, discuss recent progress, and mention further directions to explore.

Combinatorics · Mathematics 2024-08-06 Ernie Croot , Vsevolod F. Lev , Péter Pál Pach

I review some of the important and exciting recent advances that were presented at the 2007 conference on Extragalactic Jets in Girdwood, Alaska, using as a framework the scientific challenges presented by R. Blandford at the beginning of…

Astrophysics · Physics 2007-12-28 Lawrence Rudnick

Seven mathematicians and one political scientist met at the Cambridge Apportionment Meeting in January 2011. They agreed a unanimous recommendation to the European Parliament for its future apportionments between the EU Member States. This…

History and Overview · Mathematics 2011-08-23 Geoffrey R. Grimmett

In the paper we analyze the Information and Communication Technologies (ICT) and their impact on developing countries (DCs), making a criticism of different views on the supposed role of ICT for the future of human society. This criticism…

Computers and Society · Computer Science 2013-12-10 Neki Frasheri

The idea of predicting the future from the knowledge of the past is quite natural when dealing with systems whose equations of motion are not known. Such a long-standing issue is revisited in the light of modern ergodic theory of dynamical…

Chaotic Dynamics · Physics 2012-10-26 F. Cecconi , M. Cencini , M Falcioni , A. Vulpiani

The origin of population-scale coordination has puzzled philosophers and scientists for centuries. Recently, game theory, evolutionary approaches and complex systems science have provided quantitative insights on the mechanisms of social…

Physics and Society · Physics 2018-03-19 Andrea Baronchelli

This volume contains the proceedings of GandALF 2025, the Sixteenth International Symposium on Games, Automata, Logics, and Formal Verification. GandALF 2025 took place on 16-17th September 2025, in Valletta, Malta. The aim of GandALF 2025…

Logic in Computer Science · Computer Science 2025-09-17 Giorgio Bacci , Adrian Francalanza

I will summarise the new theory developments that emerged during the 2015 QCD Moriond conference. I will give my perspective on some of the topics and emphasise what I consider most relevant.

High Energy Physics - Phenomenology · Physics 2015-07-08 Giulia Zanderighi

These five lectures on undecidability were given to students with a good level in mathematics but with no special knowledge on logic. The first conference presents the formalization of mathematics with a short historical survey, the…

Logic · Mathematics 2007-11-30 Nicolas Bouleau , Jean-Yves Girard , Alain Louveau

The real-world use cases of Machine Learning (ML) have exploded over the past few years. However, the current computing infrastructure is insufficient to support all real-world applications and scenarios. Apart from high efficiency…

As researchers and practitioners of applied machine learning, we are given a set of requirements on the problem to be solved, the plausibly obtainable data, and the computational resources available. We aim to find (within those bounds)…

Machine Learning · Statistics 2018-12-05 Bronwyn Woods
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