conftrace_

data redundancy

7 papers

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Co-occurring keywords · papers mentioning both

data diversity (2) hierarchical reduction (1) similarity retrieval (1) disk-adaptive redundancy (1) storage cluster (1) disk failure rate (1) transition overload (1) compute reduction (1) disk failure (1) data difficulty (1)

Papers

Empirical Study on Data Attributes Insufficiency of Evaluation Benchmarks for LLMs COLING 2025 SDAS: Semantic Data Acquisition System for Minimizing Redundancy and Maximizing Diversity AAAI 2025 Fleet Supervisor Allocation: A Submodular Maximization Approach CoRL 2024 Mitigating the Burden of Redundant Datasets via Batch-Wise Unique Samples and Frequency-Aware Losses ACL 2023 Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training AAAI 2023 PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy OSDI 2020 Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization ICML 2019