Towards a new toolbox of optimal statistical primitives
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinAbstract: Given society's increasing reliance on data, its collection and processing >
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Theoretical exploration of foundation model adaption methods
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinSpeaker: Kangwook Lee
A good score does not lead to a good generative model
WID 1145 330 N Orchard Street, Madison, WISpeaker: Sixu Li Abstract: Score-based Generative Models (SGMs) is one leading >
Prelimit coupling and steady-state convergence of constant-stepsize nonsmooth contractive SA
WID 1145 330 N Orchard Street, Madison, WISpeaker: Yixuan Zhang Abstract: Motivated by Q-learning, we study nonsmooth >
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Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinSpeaker 1: Puqian Wang Robustly Learning Single-Index Models via Alignment >
Towards Plurality: Learning from Diverse Human Preferences
Orchard View Room 330 N. Orchard Street, 3rd Floor NE, Madison, WisconsinSpeaker: Ramya Vinayak Abstract: Large pre-trained models trained on internet-scale >
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WID 1145 330 N Orchard Street, Madison, WIKaran Srivastava Harit Vishwakarma: "Confidence functions for auto-labeling"