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sparsity pattern

11 papers

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Co-occurring keywords · papers mentioning both

model compression (3) structured pruning (2) signal-to-noise ratio (2) compressive sensing (2) convex optimization (2) sparse recovery (2) compressed sensing (2) neural network pruning (2) strongly convex function (1) accelerated method (1)

Papers

Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Sparse Cocktail: Every Sparse Pattern Every Sparse Ratio All At Once ICML 2024 Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts ICML 2024 GOHSP: A Unified Framework of Graph and Optimization-Based Heterogeneous Structured Pruning for Vision Transformer AAAI 2023 Improved Generalization Bound and Learning of Sparsity Patterns for Data-Driven Low-Rank Approximation AISTATS 2023 O(n) Connections are Expressive Enough: Universal Approximability of Sparse Transformers NeurIPS 2020 PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-Time Execution on Mobile Devices AAAI 2020 Balanced Sparsity for Efficient DNN Inference on GPU AAAI 2019 A Family of Penalty Functions for Structured Sparsity NeurIPS 2010 Orthogonal Matching Pursuit From Noisy Random Measurements: A New Analysis NeurIPS 2009 Resolution Limits of Sparse Coding in High Dimensions NeurIPS 2008