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Workshop
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Randomized Benchmarking of Local Zeroth-Order Optimizers for Variational Quantum Systems
Lucas Tecot · Cho-Jui Hsieh
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Poster
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Tue 15:15
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Fine-Grained Theoretical Analysis of Federated Zeroth-Order Optimization
Jun Chen · Hong Chen · Bin Gu · Hao Deng
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Workshop
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DPZero: Dimension-Independent and Differentially Private Zeroth-Order Optimization
Liang Zhang · Kiran Thekumparampil · Sewoong Oh · Niao He
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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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Tue 8:45
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Accelerated Zeroth-order Method for Non-Smooth Stochastic Convex Optimization Problem with Infinite Variance
Nikita Kornilov · Ohad Shamir · Aleksandr Lobanov · Darina Dvinskikh · Alexander Gasnikov · Innokentiy Shibaev · Eduard Gorbunov · Samuel Horváth
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Poster
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Wed 8:45
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An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization
Marco Rando · Cesare Molinari · Lorenzo Rosasco · Silvia Villa
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Poster
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Thu 8:45
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Block Broyden's Methods for Solving Nonlinear Equations
Chengchang Liu · Cheng Chen · Luo Luo · John C.S. Lui
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Poster
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Tue 8:45
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Kernelized Reinforcement Learning with Order Optimal Regret Bounds
Sattar Vakili · Julia Olkhovskaya
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Poster
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Thu 8:45
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Faster Differentially Private Convex Optimization via Second-Order Methods
Arun Ganesh · Mahdi Haghifam · Thomas Steinke · Abhradeep Guha Thakurta
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Poster
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Wed 8:45
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Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions
Vladimir Feinberg · Xinyi Chen · Y. Jennifer Sun · Rohan Anil · Elad Hazan
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Workshop
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Transformers Learn Higher-Order Optimization Methods for In-Context Learning: A Study with Linear Models
Deqing Fu · Tian-qi Chen · Robin Jia · Vatsal Sharan
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Workshop
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A novel analysis of gradient descent under directional smoothness
Aaron Mishkin · Ahmed Khaled · Aaron Defazio · Robert Gower
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