BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning

28 September 2020

Papers citing "BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning"

11 / 11 papers shown

Title
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation Yaohua Liu Jiaxin Gao Xuan Liu Xianghao Jiao Xin-Yue Fan Risheng Liu 26 1 0 04 Jun 2024
Nonsmooth Implicit Differentiation: Deterministic and Stochastic Convergence Rates Riccardo Grazzi Massimiliano Pontil Saverio Salzo 41 1 0 18 Mar 2024
Meta-learning in healthcare: A survey Alireza Rafiei Ronald Moore S. Jahromi F. Hajati Rishikesan Kamaleswaran 19 8 0 05 Aug 2023
DIAMOND: Taming Sample and Communication Complexities in Decentralized Bilevel Optimization Pei-Yuan Qiu Yining Li Zhuqing Liu Prashant Khanduri Jia Liu Ness B. Shroff Elizabeth S. Bentley K. Turck 11 4 0 05 Dec 2022
A Penalty-Based Method for Communication-Efficient Decentralized Bilevel Programming Parvin Nazari Ahmad Mousavi Davoud Ataee Tarzanagh George Michailidis 23 4 0 08 Nov 2022
INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks Zhuqing Liu Xin Zhang Prashant Khanduri Songtao Lu Jia Liu 27 11 0 27 Jul 2022
Towards Gradient-based Bilevel Optimization with Non-convex Followers and Beyond Risheng Liu Yaohua Liu Shangzhi Zeng Jin Zhang 19 80 0 01 Oct 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 50 222 0 27 Jan 2021
Bilevel Programming for Hyperparameter Optimization and Meta-Learning Luca Franceschi P. Frasconi Saverio Salzo Riccardo Grazzi Massimiliano Pontil 110 716 0 13 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 332 11,684 0 09 Mar 2017
Forward and Reverse Gradient-Based Hyperparameter Optimization Luca Franceschi Michele Donini P. Frasconi Massimiliano Pontil 127 406 0 06 Mar 2017