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Towards a new toolbox of optimal statistical primitives
Towards a new toolbox of optimal statistical primitives
Abstract: Given society's increasing reliance on data, its collection and processing […]
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Policy Optimization with Compatible Mirror Approximation
Policy Optimization with Compatible Mirror Approximation
Speaker Bio: Zhihan is a fourth-year PhD student in the […]
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Offline Multi-task Transfer RL with Representational Penalization
Offline Multi-task Transfer RL with Representational Penalization
Speaker Bio: Avinandan is a second year PhD student, advised […]
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A good score does not lead to a good generative model
A good score does not lead to a good generative model
Speaker: Sixu Li Abstract: Score-based Generative Models (SGMs) is one leading […]
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GumbelSpec Sampling for Accelerating LLM Inference
GumbelSpec Sampling for Accelerating LLM Inference
Bio: Tianxiao Shen is a postdoctoral scholar at the University of Washington, […]
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Prelimit coupling and steady-state convergence of constant-stepsize nonsmooth contractive SA
Prelimit coupling and steady-state convergence of constant-stepsize nonsmooth contractive SA
Speaker: Yixuan Zhang Abstract: Motivated by Q-learning, we study nonsmooth […]