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Learning Theory

Learning theory

Papers

Showing 661670 of 852 papers

TitleStatusHype
Towards Understanding Ensemble, Knowledge Distillation and Self-Distillation in Deep Learning0
Towards Unsupervised Domain Adaptation via Domain-Transformer0
Logic of Machine Learning0
Transformers are Minimax Optimal Nonparametric In-Context Learners0
Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness0
Triadic Temporal Exponential Random Graph Models (TTERGM)0
Trust in AI: Interpretability is not necessary or sufficient, while black-box interaction is necessary and sufficient0
LSTSVR-PI: Least square twin support vector regression with privileged information0
Two-stage Sampled Learning Theory on Distributions0
Uncertain multi-agent MILPs: A data-driven decentralized solution with probabilistic feasibility guarantees0
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