Trace norm regularization for multi-task learning with scarce data

14 February 2022

Papers citing "Trace norm regularization for multi-task learning with scarce data"

10 / 10 papers shown

Title
Meta-learning of shared linear representations beyond well-specified linear regression Mathieu Even Laurent Massoulié 44 0 0 31 Jan 2025
Long-Context Linear System Identification Oğuz Kaan Yüksel Mathieu Even Nicolas Flammarion 26 0 0 08 Oct 2024
MTL-Split: Multi-Task Learning for Edge Devices using Split Computing Luigi Capogrosso Enrico Fraccaroli Samarjit Chakraborty Franco Fummi Marco Cristani MoE 36 5 0 08 Jul 2024
Proximal Interacting Particle Langevin Algorithms Paula Cordero Encinar F. R. Crucinio O. Deniz Akyildiz 27 3 0 20 Jun 2024
First-order ANIL learns linear representations despite misspecified latent dimension Oğuz Kaan Yüksel Etienne Boursier Nicolas Flammarion 30 0 0 02 Mar 2023
AdaTask: Adaptive Multitask Online Learning Pierre Laforgue A. Vecchia Nicolò Cesa-Bianchi Lorenzo Rosasco 20 2 0 31 May 2022
Meta Representation Learning with Contextual Linear Bandits Leonardo Cella Karim Lounici Massimiliano Pontil 36 5 0 30 May 2022
Multitask Online Mirror Descent Nicolò Cesa-Bianchi Pierre Laforgue Andrea Paudice Massimiliano Pontil LRM 16 6 0 04 Jun 2021
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 332 11,684 0 09 Mar 2017
Taking Advantage of Sparsity in Multi-Task Learning Karim Lounici Massimiliano Pontil Alexandre B. Tsybakov Sara van de Geer 181 292 0 09 Mar 2009