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Privacy-Preserving Machine Learning: Methods, Challenges and Directions [article]

Runhua Xu, Nathalie Baracaldo, James Joshi
2021 arXiv   pre-print
Machine learning (ML) is increasingly being adopted in a wide variety of application domains.  ...  challenges and a research roadmap for future research in PPML area.  ...  For example, Law et al. [168] present a secure collaborative XGBoost system that enables multi-party training and inference of XGBoost models.  ... 
arXiv:2108.04417v2 fatcat:pmxmsbs2gvh6nd4jadcz4dnsrq

Refract Journal, Issue 1: "Refraction"

Refract Journal Editorial Board
2018 Refract An Open Access Visual Studies Journal  
For our inaugural issue, we received a number of submissions that undertake this quandary and over half of the contributions in the first issue begin to parse this dilemma.  ...  Visual studies is a contentious discipline, still preoccupied with defining itself or, perhaps, intent on evading a reified definition.  ...  These works also show the extent to which artists used the flicker effect to create a collaborative, multi-media experience for their audiences.  ... 
doi:10.5070/r71141467 fatcat:3tbapnnlnndthiud2cp6pifjyi

Study of the effect made by interval hypoxic training on cardiac metabolism and hemodynamics

T. Voronina, E.Y. Bersenev, G.P. Stepanova, V.V. Pyatenko, I.А. Berseneva, N.N. Chernov, L.V. Smekalkina, B.А. Yuldashev, M.D. Murodova
A 60-year-old male patient, height 182 cm, weight 95 kg, was fed in alternating mode, 5 minutes / 3 minutes, a mixture of oxygen 12% and nitrogen 88% through a mask, with room air (approximately 20.9%  ...  It is also feasible to aggregate is an asynchronous communication scheme going. several client alarms via strong multi-party computa- There is a fixed client array, each with a fixed local tion  ...  But Az- the participating parties.  ... 
doi:10.18137/cardiometry.2021.20.89 fatcat:ostds5luj5dljgssbxbnkp3ypq

The Parrot and the Cannon: Journalism, Literature and Politics in the Formation of Latin American Identities

Pablo L. Calvi
In the process, this dissertation also studies literary journalism as a genre, as a professional practice, and most importantly as a political instrument.  ...  Journalism, Literature and Politics in the Formation of Latin American Identities explores the emergence of literary journalism in Latin America as a central aspect in the formation of national identities  ...  platforms and formats.  ... 
doi:10.7916/d8kh0v8d fatcat:wtxcnoopojdszk3hszxp2qw4fy

Firsts and Founders

Joan Kirner, Joy Murphy, Margaret Guilfoyle, Vicki Mitsos, Jacinta Allan, Hon Powell, Julie Hansen, Eve Mahlab, Andrea Call, Judy Maddigan, Sue Nattrass, Ella Ebery (+6 others)
In 1993, Jocelynne completed a national study of Australian sexual assault laws with recommendations and a draft bill for national uniform rape laws, and wrote Wage Rage -Women's Struggle for Wage Justice  ...  'I want women and men to have a right to vote for a female president, and women from around Australia to have a right to stand. Anything else denies democracy and supports rule by the establishment.'  ...  This was the first time that the leaders of all the major political parties had appeared on the same platform, and were required to be accountable to women.  ...