conftrace_

multi-task representation learning

10 papers

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Also known as

MTRL

Co-occurring keywords · papers mentioning both

transfer learning (5) multi-task learning (5) representation learning (5) pure exploration (2) sample complexity (2) double experimental design (1) adversarial multi-task (1) lagrangian duality (1) feature compression (1) shared information maximization (1)

Papers

An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding AAAI 2025 On the Power of Multitask Representation Learning with Gradient Descent AISTATS 2025 Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control AAAI 2025 Offline Multitask Representation Learning for Reinforcement Learning NeurIPS 2024 Understanding Inverse Scaling and Emergence in Multitask Representation Learning AISTATS 2024 Multi-task Representation Learning for Pure Exploration in Bilinear Bandits NeurIPS 2023 Multi-task Representation Learning for Pure Exploration in Linear Bandits ICML 2023 Optimistic Rates for Multi-Task Representation Learning NeurIPS 2023 Adaptive Adversarial Multi-task Representation Learning ICML 2020 The Benefit of Multitask Representation Learning JMLR 2016