Illinois Computer Science Speaker Series - Public
Illinois Computer Science Speaker Series - Public
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From cs-speakerseries
19 plays 0Abstract: Mixed Reality (MR) systems aim to create seamless, immersive experiences. Achieving this requires understanding how the user perceives the experience, how it… -
From cs-speakerseries
7 plays 0Abstract: In the era of foundation models and Large Language Models (LLMs), Euclidean space has been the de facto geometric setting for machine learning architectures.… -
From cs-speakerseries
11 plays 0Abstract: How can we design adaptive interventions that respond to the situational factors shaping people’s health and wellbeing—for example, a young parent… -
From cs-speakerseries
11 plays 0Abstract: Creating intelligent machines capable of human-level (or superior) problem-solving has been a long-standing challenge for computer scientists. Meanwhile,… -
From cs-speakerseries
14 plays 0Abstract: Software performance engineering (SPE) is the science and art of making code run fast or otherwise limiting its consumption of resources, such as power,… -
From cs-speakerseries
15 plays 0Abstract: Mental health conditions affect millions globally, yet traditional assessment methods rely on sporadic clinical visits that may miss important behavioral… -
From cs-speakerseries
9 plays 0Abstract: Recent advances in machine learning (ML) have revolutionized various fields by enabling systems to learn complex patterns, make intelligent decisions, and… -
From cs-speakerseries
15 plays 0Abstract: In this seminar, we will first introduce an efficient approximation method for the Wasserstein distance [1]. While the Wasserstein distance is a powerful… -
From cs-speakerseries
24 plays 0Abstract: Since the invention of personal computing devices, such as PCs and mobile devices, we have gained unprecedented access to the digital world. As Extended… -
Colloquium - Yizhou Sun, "AI for Science and… 11 of 30
Colloquium - Yizhou Sun, "AI for Science and…
From cs-speakerseries
26 plays 0Abstract: Recently, AI has demonstrated its power in advancing science and engineering across different areas. Traditionally, AI technologies are mainly developed for… -
From cs-speakerseries
34 plays 0Abstract: Computer scientists have always built languages and libraries to make it easier to write software for different domains. In the last decade, the demand for… -
From cs-speakerseries
31 plays 0Abstract: COVID-19 has significantly affected the behavioural patterns of urban visitors. However, the non-linear relationships between visitor behaviour and built… -
From cs-speakerseries
24 plays 0Abstract: Do you love probability? But are you sad that all the good stuff was done 100+ years ago? Like, you'll never get to be Boole (1847) inventing the Union… -
From cs-speakerseries
38 plays 0Abstract: During the past two years, my students and I have been designing, developing, and evaluating methods to enhance knowledge and reasoning capabilities of… -
From cs-speakerseries
32 plays 0Abstract: Theoretical CS is an important part of CS education and lays the foundations for understanding the inherent complexities of computational problems. Students… -
From cs-speakerseries
20 plays 0Abstract: What qualities are most important in an instructor? How do we ensure student success? How do we create the best possible learning environment? Consistency,… -
From cs-speakerseries
33 plays 0Abstract: Teaching lies at the heart of academia, and I believe it plays a direct role in shaping the success of an institution. In this talk, I hope to share, to the… -
From cs-speakerseries
64 plays 0Abstract: I will recount the story of my career in computing, mostly as an academic at the University of Illinois Urbana-Champaign since 1981. This story will include a… -
DLS - Patrick McDaniel, "Adversarial Machine… 20 of 30
DLS - Patrick McDaniel, "Adversarial Machine…
From cs-speakerseries
50 plays 0Abstract: Machine learning is revolutionizing technology and society. However, like any technology, it can be misused by adversaries and our understanding of the… -
From cs-speakerseries
37 plays 0Abstract: Using data compression methods in the memory hierarchy can improve the efficiency of memory systems by enabling higher effective cache capacity, more effective… -
From cs-speakerseries
49 plays 0Abstract: In recent years, artificial intelligence (AI) has achieved great success in many fields. Although impressive advances have been made, AI algorithms still… -
From cs-speakerseries
44 plays 0Abstract: Recent hardware advances have brought multicore parallel machines to the mainstream. Although the progress in hardware advance seems promising, it does not… -
From cs-speakerseries
71 plays 0Abstract: Artificial intelligence (AI) has emerged as a powerful tool for solving complex health problems. AI for health is fueled by both the advancement in AI methods… -
From cs-speakerseries
65 plays 0Abstract: Data plays an increasingly crucial role in both the performance and the safety of AI models. In this talk, I will advocate for data attribution--a family of… -
From cs-speakerseries
56 plays 0Abstract: Hardly a day passes without a new technology ethics scandal in the news — from privacy violations on social media to biased algorithms to controversial… -
From cs-speakerseries
18 plays 0Abstract: This talk will focus on two main categories of our recent advancements in parallel algorithms. In the first part, I will introduce our new graph algorithms… -
From cs-speakerseries
53 plays 0Abstract: Verified artificial intelligence (AI) is the goal of designing AI systems that have strong, ideally provable, assurances of correctness with respect to… -
From cs-speakerseries
749 plays 0Abstract: As ubiquitous AI becomes increasingly integrated into the smart devices that users use daily, the rise of extensive datafication, data surveillance, and… -
From cs-speakerseries
56 plays 0Abstract: The emergence of generative LLM processing is revolutionizing NLP. Many researchers have had to completely redefine their goals and work: there is little or no…
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