CIS Seminar: “Bridging Learning and Decision Making”
Machine learning is becoming widely used in decision making, in domains ranging from personalized medicine and mobile health to online education and recommendation systems. While (supervised) machine learning traditionally excels […]
CIS Seminar: “Expanding the Reach of Fuzzing”
Software bugs are pervasive in modern software. As software is integrated into increasingly many aspects of our lives, these bugs have increasingly severe consequences, both from a security (e.g. Cloudbleed, […]
CIS Seminar: “Graph representation learning for drug discovery”
The current pandemic highlights an acute need to develop fast therapeutics against health threats. Traditional approaches to drug discovery are expensive and slow to react to pandemics. In this talk, […]
CIS Seminar: “Prioritizing Computation and Analyst Resources in Large-scale Data Analytics”
Data volumes are growing exponentially, fueled by an increased number of automated processes such as sensors and devices. Meanwhile, the computational power available for processing this data – as well […]
CIS Seminar: “Bias and Representation in Sociotechnical Systems”
Algorithms play a central role in our lives today, mediating our access to civic engagement, social connections, employment opportunities, news media and more. While the sociotechnical systems deploying these algorithms—search […]
CIS Seminar: “Human-AI Systems for Making Video Useful”
Video is becoming a core medium for communicating a wide range of content, including educational lectures, vlogs, and how-to tutorials. While videos are engaging and informative, they lack the familiar […]
CIS Seminar: “Proof systems for governance, transparency, and privacy”
Record-keeping has long played a critical role in society, from governing property ownership to establishing historical “truth”. Today, our dependence on digital records is becoming absolute, from our personal wealth, […]
Inaugural Joseph Bordogna Forum: “A Call to Action for Racial Justice and Equity in Engineering”
Racism and anti-Blackness are crises that jeopardize our democracy, productivity and well-being and call into question whether we can all live together peaceably and harmoniously in a just and equitable […]
CIS Seminar: “Enhancing Usability and Explainability of Data Systems”
The recent growth of data science has expanded its reach to an ever-growing user base of non-experts. Unfortunately, most existing systems offer limited usability and support for explanations: these systems […]
CIS Seminar: “Architecting Quantum Computing Systems in the Presence of Noise”
Quantum computers may solve some problems beyond the reach of classical digital computers. However, emerging quantum systems are typically noisy and difficult to control, leaving a significant gap between the […]