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conftrace_

function class

11 papers

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generalization bound (2) representation learning (2) adversarial risk (1) adversarial generalization (1) vacuous guarantee (1) downstream classification (1) neural network (1) linear function (1) coordinate projection (1) affine function (1)

Papers

On the Hardness of Bandit Learning COLT 2025 A Characterization of Multioutput Learnability JMLR 2024 Fat-Shattering Dimension of k-fold Aggregations JMLR 2024 How does Multi-Task Training Affect Transformer In-Context Capabilities? Investigations with Function Classes NAACL 2024 On the Generalization Analysis of Adversarial Learning ICML 2022 Provable General Function Class Representation Learning in Multitask Bandits and MDP NeurIPS 2022 Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022 Learning to Optimize Combinatorial Functions ICML 2018 Oracle inequalities for computationally budgeted model selection COLT 2011 Nearest Neighbor Clustering: A Baseline Method for Consistent Clustering with Arbitrary Objective Functions JMLR 2009 On the Importance of Small Coordinate Projections JMLR 2004