activity
20172023
most citedOn Reward-Free RL with Kernel and Neural Function Approximations: Single-Agent MDP and Markov Game

4 citations · 12 across the 10 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

stat.ML2017★ 3 cited

Nonconvex One-bit Single-label Multi-label Learning

Shuang Qiu, Tingjin Luo, Jieping Ye +1

We study an extreme scenario in multi-label learning where each training instance is endowed with a single one-bit label out of multiple labels. We formulate this problem as a non-…

stat.ML2017★ 3 cited

The Second Order Linear Model

Ming Lin, Shuang Qiu, Bin Hong +1

We study a fundamental class of regression models called the second order linear model (SLM). The SLM extends the linear model to high order functional space and has attracted cons…