conftrace_

compression scheme

10 papers

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Co-occurring keywords

vc dimension (108) learning theory (519) sample compression (32) concept class (38) generalization bound (652) multiclass classification (181) expected risk (5) mutual information (724) rademacher complexity (109) conditional mutual information (41)

Papers

Algorithms for Context Engineering in LLM Inference: Optimization of Placement, Compression, and Scheduling AAAI 2026
Compression with Exact Error Distribution for Federated Learning AISTATS 2024
Multiclass Learnability Does Not Imply Sample Compression ALT 2024
Distribution Learnability and Robustness NIPS 2023
Generalization Guarantees via Algorithm-dependent Rademacher Complexity COLT 2023
Towards a Unified Information-Theoretic Framework for Generalization NIPS 2021
Sample Compression for Multi-label Concept Classes COLT 2014
Honest Compressions and Their Application to Compression Schemes COLT 2013
Unlabeled Compression Schemes for Maximum Classes JMLR 2007
Shifting, One-Inclusion Mistake Bounds and Tight Multiclass Expected Risk Bounds NIPS 2006