Illinois Computer Science Speaker Series - Public
Illinois Computer Science Speaker Series - Public
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From cs-speakerseries
0 plays 0Abstract: Graphs have been widely applied to model intricate relationships among entities. The application of Graph Machine Learning (GML) to enhance prediction… -
From cs-speakerseries
5 plays 0Abstract: Deep learning has largely improved the performance of natural language understanding (NLU) systems. However, most deep learning models are black-box… -
From cs-speakerseries
7 plays 0Abstract: Human-centered AI advocates the shift from emulating human to empowering people so that AI can benefit humanity. A useful metaphor is to consider human as a… -
From cs-speakerseries
7 plays 0Abstract: Constant emergence of new computer systems, architectures, and hardware require us to study their security and design protections before adversaries… -
From cs-speakerseries
9 plays 0Abstract: Understanding the genetic basis of complex human disorders is crucial in the realm of medical research, particularly in the context of precision medicine.… -
From cs-speakerseries
15 plays 0Abstract: Quantum position verification (QPV) is a cryptographic task in which the spatial location of an untrusted agent is certified using the principles of quantum… -
From cs-speakerseries
25 plays 0Abstract: Pre-training datasets are a critical component in recent breakthroughs in artificial intelligence. However, their design has not received the same level of… -
From cs-speakerseries
33 plays 0Abstract: Large AI Models demonstrate promising capabilities and open numerous possibilities for innovative applications. What are future AI applications like and how… -
From cs-speakerseries
21 plays 0Abstract: At least since the initial public proposal of public-key cryptography based on computational hardness conjectures (Diffie and Hellman, 1976), cryptographers… -
From cs-speakerseries
26 plays 0Abstract: The evergreen popularity of computer science as a degree, and accompanying student enrollments, necessitate effective instruction at scale that meets the dual… -
From cs-speakerseries
29 plays 0Abstract: Content creators compete for exposure on recommendation platforms, and such strategic behavior leads to a dynamic shift over the content distribution.… -
From cs-speakerseries
33 plays 0Abstract: "Do we have to learn proofs?" – a question that Discrete Math instructors receive time and time again from students. In this talk, I will… -
From cs-speakerseries
51 plays 0Abstract: Recent advancements in large language models (LLMs) have marked a significant milestone in the field of natural language processing. Yet, as we venture into… -
From cs-speakerseries
26 plays 0Abstract: For the past three years, instructors have been challenged to find creative and efficient alternatives for teaching in remote and hybrid formats, creating an… -
From cs-speakerseries
28 plays 0Abstract: Distribution matching (DM) has emerged as a cornerstone of trustworthy machine learning, finding application in fairness, robustness, causality, and… -
From cs-speakerseries
26 plays 0Abstract: As the field of computer science (CS) is gaining increased attention in K-8 schools, the need for qualified teachers is rapidly growing. Yet little is still… -
From cs-speakerseries
38 plays 0Abstract: Developing a theoretical model (architecture) for the way the brain “computes” is a decades long research effort that still has a very long way to… -
From cs-speakerseries
27 plays 0Abstract: In this talk we examine how high performance computing has changed over the last ten years and look toward the future in terms of trends. These changes have… -
From cs-speakerseries
36 plays 0Abstract: In this talk, I will discuss recent work of automatically capturing latent dependencies of label space from data without explicit knowledge injection. When… -
From cs-speakerseries
54 plays 0Abstract: The explosion of biomedical big data and information in the past decade or so has created new opportunities for discoveries to improve the treatment and… -
From cs-speakerseries
23 plays 0Abstract: In Charles Darwin’s Origin of Species, the evolutionary history of species takes the shape of a tree. Ever since, trees have been a mainstay of… -
From cs-speakerseries
41 plays 0Abstract: The term “computer science” was invented as something that should be taught to everyone in order to facilitate learning other subjects and to… -
From cs-speakerseries
43 plays 0Abstract: The Internet-of-Things holds the promise of realizing ubiquitous computing in its full potential. Sensors have become an integral part of our everyday lives,… -
From cs-speakerseries
6 plays 0Abstract: Research and development in computer science and statistics have produced increasingly sophisticated software interfaces for interactive visual data analysis,… -
From cs-speakerseries
12 plays 0Abstract: What is the theory of computation outside digital computers?An answer comes from the field of mechanism design which studies how algorithms to design good… -
From Charity Freeman
44 playsMany computer scientists spend their entire careers in large tech companies. Do you wonder what it would be like to do that long term? Might you get stuck on a… -
From cs-speakerseries
21 plays 0Abstract: Exponential growth in users, requests, and data poses ever-increasing demands on the performance of today's data centers. To meet these demands, data… -
From Charity Freeman
33 playsComputing is pervasive in all areas of society and impacts virtually every aspect of our lives. As computing professionals, it is imperative that consider this in our… -
From Charity Freeman
31 playsThis session will address the dos and don'ts of building a professional image. Topics will include using various resources to highlight your brand, auditing your… -
From cs-speakerseries
37 plays 0Abstract: A core aspect of our social lives is often embedded in the communities we are situated in. Our shared experiences and social ties intertwine our situated…