A Bridge Between Hyperparameter Optimization and Learning-to-learn

A Bridge Between Hyperparameter Optimization and Learning-to-learn

18 December 2017

Luca Franceschi

Massimiliano Pontil

Papers citing "A Bridge Between Hyperparameter Optimization and Learning-to-learn"

13 / 13 papers shown

Title
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan Yongheng Sun Fan Wang Jun Shu Haifeng Wang Li Meng C. Lian 22 1 0 13 Aug 2023
Learning with Constraint Learning: New Perspective, Solution Strategy and Various Applications Risheng Liu Jiaxin Gao Xuan Liu Xin-Yue Fan 32 9 0 28 Jul 2023
iSLAM: Imperative SLAM Tai Fu Shaoshu Su Yiren Lu Chen Wang 21 19 0 13 Jun 2023
Hyper-parameter tuning of physics-informed neural networks: Application to Helmholtz problems Paul Escapil-Inchauspé G. A. Ruz 24 32 0 13 May 2022
How to Train Your MAML to Excel in Few-Shot Classification Han-Jia Ye Wei-Lun Chao 26 49 0 30 Jun 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 48 221 0 27 Jan 2021
A Flexible Framework for Designing Trainable Priors with Adaptive Smoothing and Game Encoding Bruno Lecouat Jean Ponce Julien Mairal AI4CE 6 6 0 26 Jun 2020
Revisiting Meta-Learning as Supervised Learning Wei-Lun Chao Han-Jia Ye De-Chuan Zhan M. Campbell Kilian Q. Weinberger OOD FedML 19 22 0 03 Feb 2020
Empirical Bayes Regret Minimization Chih-Wei Hsu B. Kveton Ofer Meshi Martin Mladenov Csaba Szepesvári 23 13 0 04 Apr 2019
Truncated Back-propagation for Bilevel Optimization Amirreza Shaban Ching-An Cheng Nathan Hatch Byron Boots 13 260 0 25 Oct 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 26 71 0 14 Aug 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 320 11,681 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