Upcoming Events

Upcoming Events

The Reach of Fairness: From Algorithmic Justice to Experimental Design
Tue, Feb 18, 2025, 12:00 pm1:30 pm

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…

Location
306 Sherrerd Hall
Speaker
Machine Learning In Data Assimilation
Mon, Feb 24, 2025, 4:30 pm5:30 pm

Co-sponsored by PACM and the Center for Statistics and Machine Learning

Abstract: 

Data assimilation refers to a particular class of inverse problems in which the unknown parameter is the initial condition, or entire solution trajectory, of a (possibly stochastic) dynamical system. The data comprises…

Location
214 Fine Hall
Speaker
What does Generative AI Mean for the Hardware that has to Ultimately Run It?
Tue, Feb 25, 2025, 12:00 pm1:30 pm

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…

Location
Bendheim House 103
Speaker
Cracking the Market Code: Building Large Foundation Models for High-Frequency Trading
Tue, Mar 25, 2025, 12:00 pm1:30 pm

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

Abstract: In this talk, I will delve into the exciting research opportunities and unique challenges of building large foundation models for high-frequency trading. Our focus centers on the high-stakes problem of alpha signal extraction…

Location
Bendheim House 103
Speaker
CSML Machine Learning Lunchtime Seminar Series
Tue, Apr 1, 2025, 12:00 pm1:30 pm

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

More information to follow.

Contributions to and/or sponsorship of any event does not constitute departmental or institutional endorsement of the specific program, speakers or views presented.

Location
Bendheim House 103
Speaker
CSML Machine Learning Lunchtime Seminar Series
Tue, Apr 8, 2025, 12:00 pm1:30 pm

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

More information to follow.

Contributions to and/or sponsorship of any event does not constitute departmental or institutional endorsement of the specific program, speakers or views presented.

Location
Bendheim House 103
Speaker
CSML Machine Learning Lunchtime Seminar Series
Tue, Apr 22, 2025, 12:00 pm1:30 pm

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

More information to follow.

Contributions to and/or sponsorship of any event does not constitute departmental or institutional endorsement of the specific program, speakers or views presented.

Location
Bendheim House 103
Speaker

Events Archive

Beyond Transformers: Neural Architectures Inspired by Dynamical Systems

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…

Location
Bendheim House 103
Speaker
Reconstructing Distributions of Molecules from Cryo-EM Datasets

Abstract: The reconstruction of flexible molecules is one of the most critical challenges in structural biology, providing valuable insights into the functions and mechanisms of biomolecules by observing their motion. Cryogenic electron microscopy (cryo-EM) is an ideal technique for studying the dynamic conformational…

Location
214 Fine Hall
Speaker
New methods for tracking and control of dynamic animal behavior during learning

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…

Location
Bendheim House 103
Speaker
Probing Learning in the Brain through Deep Learning Frameworks

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…

Location
Bendheim House 103
Speaker
Vendi Scoring For Science And Machine Learning

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

Contributions to and/or sponsorship of any event does not constitute departmental or institutional endorsement of the specific program, speakers or views presented.

Location
Bendheim House 103
Speaker
Physics-preserving Machine Learning

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

Abstract: Machine learning spans a wide range of use cases and underlying assumptions. For applications in physics, we often need to cope with relatively limited training data when scaling up to large current model architectures. On the…

Location
Bendheim House 103
Speaker
Language model-guided anticipation and discovery of unknown metabolites

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

Abstract: Despite decades of study, large parts of the human metabolome remain unexplored. Mass spectrometry-based metabolomics routinely detects thousands of unidentified small molecules within human tissues and biofluids, but…

Location
Bendheim House 103
Speaker
Deep language models as a cognitive model for natural language processing in the human brain

Lunch is available beginning at 12 PM

Speaker to begin promptly at 12:30 PM

Abstract: Naturalistic experimental paradigms in cognitive neuroscience arose from a pressure to test, in real-world contexts, the validity of models we derive from highly controlled laboratory experiments. In many cases, however, such…

Location
Bendheim House 103
Speaker
Fall 2024 Frontiers in Data Science Symposium on Advances in Record Linkage

This symposium will feature state-of-the-art approaches to record linkage, bringing together social scientists, statisticians, academic researchers, and industry professionals. Presenters will showcase technical expertise in the development and use of innovative methods and software.

Topics will include: 

Census and historical…
Location
Robertson Hall Bowl 016