A Framework for Bilevel Optimization on Riemannian Manifolds

A Framework for Bilevel Optimization on Riemannian Manifolds

6 February 2024

Pratik Jawanpuria

Papers citing "A Framework for Bilevel Optimization on Riemannian Manifolds"

17 / 17 papers shown

Title
Riemannian accelerated gradient methods via extrapolation Andi Han Bamdev Mishra Pratik Jawanpuria Junbin Gao 46 9 0 13 Aug 2022
Riemannian Stochastic Gradient Method for Nested Composition Optimization Dewei Zhang S. Tajbakhsh 50 1 0 19 Jul 2022
Sion's Minimax Theorem in Geodesic Metric Spaces and a Riemannian Extragradient Algorithm Peiyuan Zhang J.N. Zhang S. Sra 60 8 0 13 Feb 2022
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry Andi Han Bamdev Mishra Pratik Jawanpuria Junbin Gao 56 38 0 01 Jun 2021
A Single-Timescale Method for Stochastic Bilevel Optimization Tianyi Chen Yuejiao Sun Quan-Wu Xiao W. Yin 44 79 0 09 Feb 2021
Bilevel Optimization: Convergence Analysis and Enhanced Design Kaiyi Ji Junjie Yang Yingbin Liang 134 256 0 15 Oct 2020
Riemannian stochastic recursive momentum method for non-convex optimization Andi Han Junbin Gao ODL 43 18 0 11 Aug 2020
Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters Kaiyi Ji Jason D. Lee Yingbin Liang H. Vincent Poor 123 76 0 16 Jun 2020
Geoopt: Riemannian Optimization in PyTorch Max Kochurov R. Karimov Sergei Kozlukov 45 118 0 06 May 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 296 1,950 0 11 Apr 2020
Optimizing Millions of Hyperparameters by Implicit Differentiation Jonathan Lorraine Paul Vicol David Duvenaud DD 104 409 0 06 Nov 2019
Riemannian Geometry of Symmetric Positive Definite Matrices via Cholesky Decomposition Zhenhua Lin 36 115 0 25 Aug 2019
DARTS: Differentiable Architecture Search Hanxiao Liu Karen Simonyan Yiming Yang 167 4,326 0 24 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 759 11,793 0 09 Mar 2017
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds Hongyi Zhang Sashank J. Reddi S. Sra 80 240 0 23 May 2016
Dimensionality Reduction on SPD Manifolds: The Emergence of Geometry-Aware Methods Mehrtash Harandi Mathieu Salzmann Leonid Sigal 28 190 0 20 May 2016
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 133 4,210 0 04 Jun 2013