Previous Seminars
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Abstract: How predictable are life trajectories? How much can predictability be improved with more data and better algorithms? What are the sources of inherent unpredictability that seem impossible to overcome in the foreseeable…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Co-sponsored by AI2 and the Center for Statistics and Machine Learning
Contributions to and/or sponsorship of any event does not constitute departmental or institutional endorsement of the specific program, speakers or views presented.
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Abstract: Excitement about Large Language Models (LMs) abounds. These tools require minimal researcher input and yet make it possible to annotate and generate large quantities of data. While LMs are promising, there has been almost no…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Co-sponsored by AI2 and the Center for Statistics and Machine Learning
Abstract: In this talk, I will delve into the exciting research opportunities and unique challenges of building large foundation models for high…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Abstract: TBD
Contributions to and/or sponsorship of any event does not constitute departmental or institutional endorsement of the specific program, speakers or views presented.
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Abstract: Generative AI has the potential to transform the efficiency of critical processes in broad domains, ranging from healthcare, to education, to logistics. However, such transformations require holistic integration of AI systems…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Co-sponsored by CITP and the Center for Statistics and Machine Learning
As AI systems increasingly shape critical decisions in society, ensuring fairness presents both philosophical and practical challenges. This talk begins by broadening the…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
Abstract: Can we build neural architectures that go beyond Transformers by leveraging principles from dynamical systems? In this talk, I will introduce a novel approach to sequence modeling that draws inspiration from the emerging…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
This talk will feature discussions from Jonathan Pillow and Helena Liu.
The process of learning new behaviors is of great interest in neuroscience and artificial intelligence. However, most standard analyses of training data either…
Lunch is available beginning at 12 PM
Speaker to begin promptly at 12:30 PM
This talk will feature discussions from Jonathan Pillow and Helena Liu.
Abstract: Building on insights into behavioral learning discussed earlier, we will delve into the synaptic mechanisms underlying the brain's…