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如何有效地减轻AI模型中的算法偏差?

How to Mitigate Algorithmic Bias in AI Models Effectively?

人工智能正在塑造企业做出决策的方式。但是,潜伏在算法下的隐藏问题:bias.algorithmic偏见不仅是技术故障,而且是代码中反映的人类问题。当AI模型从培训的数据中继承了人类的偏见,结果可能是不公平的,歧视性的,并且会损害品牌信任。想象一下,无意中有利于一个性别的招聘工具,或者是损害某些社区的信用评分系统。好消息?偏见不是一个无法解决的谜。有了正确的策略,企业可以识别,减少甚至阻止它。在本文中,我们将探讨企业如何有效地减轻AI模型中的算法偏见。 Here are 10 practical ways to ensure your AI stays fair, transparent, an

2025年8月10日一周的时间表

Schedule for Week of August 10, 2025

本周的关键报告是7月CPI和零售销售。对于制造业,纽约美联储调查以及7月工业生产报告将发布。共识是CPI增加了0.2%,Core CPI增加了0.3%。 The consensus is for CPI to be up 2.8% year-over-year and core CPI to be up 3.0% YoY.----- Wednesday, August 13th -----7:00 AM ET: The Mortgage Bankers Association (MBA) will release the results for the mortgage purchase ap

德国停止了对以色列的武器出口,因为世界对加沙征服计划做出反应

Germany Halts Arms Exports To Israel As World Reacts To Gaza Conquest Plan

Germany Halts Arms Exports To Israel As World Reacts To Gaza Conquest PlanNetanyahu's security cabinet has approved a plan to takeover the whole of the Gaza Strip, including intense operations in Gaza city, resulting in outrage among some European capitals, who see this as doubling down on the carna

哈马斯警告以色列,它正在“牺牲”俘虏,并计划占领加沙城

Hamas Warns Israel It Is 'Sacrificing' Captives With Plans To Occupy Gaza City

哈马斯警告以色列,它正在“牺牲”俘虏的计划,并计划占领加沙城的计划,以色列警告以色列,它正在使用其新批准的计划接管和占领加沙城的新批准的计划“牺牲”人质。为了粉刷真理,并“逃避其对对平民残酷犯罪的后果的法律责任。”哈马斯本身杀死了数千个以色列人 - 在2023年10月7日在以色列南部的恐怖袭击中,大多数杀害了以色列的袭击。但是人们认为,可能只有十几个或更多的人质仍然活着 - 根据以色列官员的最新陈述。 This isn't the first time that Hamas has warned more hostages could die as a result of Israeli ac

空气塞尔维亚记录在记录中最繁忙的一天

Air Serbia registers busiest day on record

新闻Flashair塞尔维亚在8月1日星期五在24小时内交出了21.600名乘客的新闻记录。同一天,贝尔格莱德机场还看到了其最大的飞机运输,总共处理了304架航班。 In a statement, Air Serbia’s CEO, Jiri Marek, said, “This year is already going down in the company’s history as the most successful, with monthly results exceeding expectations. On the day we set the record for the n

特朗普命令新的人口普查修复2020年的有利于民主党的操纵计数

Trump Orders New Census To Fix 2020's Rigged-Count Favoring Democrats

特朗普命令新的人口普查修复2020年通过PJ Media通过Matt Margolis授予民主党的操纵计数,特朗普总统再次将美国置于首席。这次,他正在追随在美国人口普查中算上非法外国人的操纵系统,歪曲国会代表权并以更多的权力奖励庇护所。 On Thursday, Trump announced he’s directing the Department of Commerce to conduct a new, corrected census - one that actually counts American citizens and excludes those here illega

航空Transat通过多伦多和蒙特利尔的新里约热内卢航班进行战略飞跃

Air Transat Makes Strategic Leap with New Rio de Janeiro Flights from Toronto and Montreal

Southlake,德克萨斯州,8月。 7, 2025/PRNewswire/ — Sabre Corporation (“Sabre”) (NASDAQ: SABR) today announced financial results for the quarter endedJune 30, 2025. Sabre has posted its second quarter 2025 earnings release and earnings presentation to its Investor Relations webpage atinvestors.sabre.com/finan

Saber的第二季度2025收入材料在其投资者关系网站上可用

Sabre’s second quarter 2025 earnings materials available on its Investor Relations website

Southlake,德克萨斯州,8月。 7, 2025/PRNewswire/ — Sabre Corporation (“Sabre”) (NASDAQ: SABR) today announced financial results for the quarter endedJune 30, 2025. Sabre has posted its second quarter 2025 earnings release and earnings presentation to its Investor Relations webpage atinvestors.sabre.com/finan

泰森食品确认在创纪录的高牛肉价格

Tyson Foods Confirms Protein Switching Underway Amid Record High Beef Prices

泰森食品(Tyson Foods)证实,在创纪录的高牛肉价格巨型肉包泰森食品(Tyson Foods)在纽约早期的现金交易中飙升了4%,这在纽约早期的现金交易中飙升了4%,此前蛋白质的季度飙升了4%。随着天高的牛肉价格继续促使消费者朝着更便宜的替代品,鸡肉需求的繁荣偏移了加深的牛肉单元的加深损失。TysonFoods报道了第三季度调整后的EPS为0.91美分,击败了高盛(Goldman Sachs),并分别击败了高盛(Goldman Sachs),共识估计分别为85美分和78美分。收入同比增长3.6%,达到138.8亿美元,同时估计为136.1亿美元(GS)和1350亿美元(共识),这是受鸡肉

俄罗斯核潜艇基地被海啸损坏,卫星图像揭示

Russian Nuclear Submarine Base Damaged By Tsunami, Satellite Images Reveal

Russian Nuclear Submarine Base Damaged By Tsunami, Satellite Images RevealLast week's widely reported underwater earthquake off the coast of Russia's Kamchatka Peninsula (on July 30) resulted in a tsunami which appears to have impacted the Rybachiy naval base, newly published satellite images show.C

摘要本周的报告和专栏[已发布7/29-8/4]

今週のレポート・コラムまとめ【7/29-8/4発行分】

▼研究人员的眼睛☆“业主会拥有房屋还是租金?”从法律角度考虑住房(3) - 对所有权的限制:什么是“邻里”? ☆89 seconds until midnight - The current state of combined risks in the world warns by the end clock ☆Sustainability in the future, from the perspective of the JR Chuo Line green vehicle - Double negative decisions to "end" to make it sustainabl

每周评论2025年8月1日

Weekly Review 1 August 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):While some workers pretend they don't use AI, others are pretending that they do: https://www.theregister.com/2025/07/22/ai_anxiety_us_workers/Academics depend on funding to s

欧元区的失业率(2025年6月) - 持平6.2%,是有史以来最低的

ユーロ圏失業率(2025年6月)-過去最低水準の6.2%で横ばい

On July 31, the European Commission's Statistics Office (Eurostat) announced the unemployment rate in the eurozone, with the results as follows: [Eurozone unemployment rate (20 countries, June 2025, seasonally adjusted)] - The unemployment rate was 6.2%, down from market forecast 1 (6.3%), the same

加拿大航空公司第二季度第二季度财务业绩

Air Canada Reports Second Quarter 2025 Financial Results

蒙特利尔,2025年7月28日/ CNW/ - 加拿大航空今天报告了其第二季度的第二季度财务业绩。 “AirCanada’ssecond quarter 2025 results showcase the airline’s many strengths in the face of a challenging environment. We generated operating revenues exceeding$5.6 billion, up$113 millionfrom the previous year. Operating income was$418 million, wi

波音1H2025:周转,由收入跳跃,在波音公司的商业和积极成果

Boeing 1H2025: Turnaround underway, led by revenue jump at Boeing Commercial and positive results at Defense

By Karl Sinclair July 29, 2025, © Leeham News: The Boeing Company (BA) released 1H2025 results, and while the corporation still posted a net loss of ($643) for the first six months of 2025, strong revenues at Boeing... Read MoreThe post Boeing 1H2025: Turnaround underway, led by revenue jump at Boei

胡蒂斯(Houthis)升级对与以色列打交道的船只的攻击,不管国籍如何

Houthis To Escalate Attacks On Ships Linked To Firms Dealing With Israel 'Regardless Of Nationality'

houthis要升级对与以色列打交道的公司相关的船只的攻击,无论上周是什么国籍,总理内塔尼亚胡回忆起他的以色列与多哈谈判的以色列谈判团队 - 肯定不是一个案例 - 这肯定不是一个案例 - 随着谈话与美国代表的统治地位。这与以色列港口开展业务。 This part is nothing new, but what is a renewed escalation is that the Houthis statement made clear this will be regardless of nationality as part of the next phase of its operat

丑陋,尾巴5y拍卖会看到3年内最低的外国需求

Russia's Aeroflot Forced To Cancel Over 50 Flights After Major Pro-Ukraine Cyberattack

Russia's Aeroflot Forced To Cancel Over 50 Flights After Major Pro-Ukraine CyberattackRussia's biggest and most well-known airline, Aeroflot, was forced to cancel and delay many dozens of flights on Monday after a major system failure that was later claimed to be the result of a coordinated cyberatt

2025年7月27日一周的时间表

Schedule for Week of July 27, 2025

本周的关键报告是对第二季度GDP和七月就业报告的预先估计。其他关键报告包括可能的案例案例,七月的ISM制造业指数和7月的车辆销售。FOMC本周开会,预计美联储资金的价格也不会发生变化。人口普查局.------------------------------------- 9:00上午:S&P/CASE-SHILLER房屋价格指数5月。此图显示了经季节性调整的国家指数,Composite 10和Composite 10和Composite 20指数的全年变化,并显示了最新报告(Composite 20(Composite 20)(Composite 20在2000年1月开始启动了2.5%的年度估