哈里里澳门威尼斯人注册网站研究所杰出演讲者米林德·坦贝博士,哈佛大学谷歌澳门威尼斯人注册网站研究中心
2023年11月17日星期五
东部时间上午11:00 -下午12:00
基拉查德中心,联邦大道610号,101室,波士顿
面对面的事件: 发请帖
演讲者:米琳·塔姆比, 哈佛大学Gordon McKay计算机科学教授、计算社会澳门威尼斯人注册网站研究中心主任; Principal Scientist and Director for “人工智能造福社会” at Google Research
讨论题目: Integrating ML+Optimization:
文摘: For more than 15 years, my team and I have been focused on AI for social impact, deploying end-to-end systems in areas of public health, conservation and public safety. In this talk, I will highlight the results from our deployments for social impact in public health and conservation, as well as required innovations in integrating machine learning and optimization. 首先,在公共卫生方面,我将介绍我们在印度开展的世界上最大的两个孕产妇和儿童保健流动医疗项目最近取得的成果,这些项目为数百万受益者提供了服务。 此外,我将强调早期艾滋病毒预防和其他项目的成果。 在保护方面,我将强调在全球国家公园保护濒危野生动物的努力。 To address challenges of ML+optimizaton common to all of these applications, we have advanced the state of the art in decision focused learning, restless multi-armed bandits, influence maximization in social networks and green security games. In pushing this research agenda, our ultimate goal is to facilitate local communities and non-profits to directly benefit from advances in AI tools and techniques.
生物: Milind Tambe is Gordon McKay Professor of Computer Science and Director of 计算与社会澳门威尼斯人注册网站研究中心 at Harvard University; concurrently, he is also Principal Scientist and Director for “人工智能造福社会” at Google Research. He is recipient of the IJCAI John McCarthy Award, AAAI Feigenbaum Prize, AAAI Robert S. Engelmore Memorial Lecture Award, AAMAS ACM Autonomous Agents Research Award, INFORMS Wagner prize for excellence in Operations Research practice and MORS Rist Prize. 他是AAAI和ACM的会员。 由于他在人工智能和公共安全方面的工作,他获得了哥伦布奖学金基金会国土安全奖,并获得了美国海岸警卫队、联邦空警服务和洛杉矶市机场警察的表彰和赞赏证书。
但是主机: Yannis Paschalidis, 哈里里计算澳门威尼斯人注册网站研究所所长; 工程特聘教授,(ECE, SE, BME); 计算与数据科学学院创始教授