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Poster
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Wed 8:45
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Debiasing Conditional Stochastic Optimization
Lie He · Shiva Kasiviswanathan
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Poster
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Tue 8:45
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Zeroth-Order Methods for Nondifferentiable, Nonconvex, and Hierarchical Federated Optimization
Yuyang Qiu · Uday Shanbhag · Farzad Yousefian
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Poster
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Thu 15:00
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An Alternating Optimization Method for Bilevel Problems under the Polyak-Łojasiewicz Condition
Quan Xiao · Songtao Lu · Songtao Lu · Tianyi Chen
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Poster
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Wed 8:45
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Achieving Complexity in Hessian/Jacobian-free Stochastic Bilevel Optimization
Yifan Yang · Peiyao Xiao · Kaiyi Ji
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Poster
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Wed 8:45
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SLM: A Smoothed First-Order Lagrangian Method for Structured Constrained Nonconvex Optimization
Songtao Lu · Songtao Lu
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Poster
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Thu 8:45
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Energy-based learning algorithms for analog computing: a comparative study
Benjamin Scellier · Maxence Ernoult · Jack Kendall · Suhas Kumar
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Poster
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Thu 8:45
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Efficient Hyper-parameter Optimization with Cubic Regularization
Zhenqian Shen · Hansi Yang · Yong Li · James Kwok · Quanming Yao
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Poster
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Wed 15:00
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Contextual Stochastic Bilevel Optimization
Yifan Hu · Jie Wang · Yao Xie · Andreas Krause · Daniel Kuhn
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Poster
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Wed 15:00
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SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning
Yifan Yang · Peiyao Xiao · Kaiyi Ji
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Workshop
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Bilevel Optimization to Learn Training Distributions for Language Modeling under Domain Shift
David Grangier · Pierre Ablin · Awni Hannun
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Workshop
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Accelerating Inexact HyperGradient Descent for Bilevel Optimization
Yang Haikuo · Luo Luo · Chris Junchi Li · Michael Jordan · Maryam Fazel
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Poster
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Thu 15:00
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Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-Start
Riccardo Grazzi · Massimiliano Pontil · Saverio Salzo
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