conftrace_

memory complexity

17 papers

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Co-occurring keywords

memory efficiency (261) convex optimization (1321) efficient attention (20) graph neural network (3962) query complexity (183) cutting-plane method (5) gradient descent (1144) sample complexity (1169) model compression (3302) gradient bia (6)

Papers

Even Sparser Graph Transformers NIPS 2024
Optimal and Approximate Adaptive Stochastic Quantization NIPS 2024
Quadratic Memory is Necessary for Optimal Query Complexity in Convex Optimization: Center-of-Mass is Pareto-Optimal COLT 2023
Efficient Convex Optimization Requires Superlinear Memory (Extended Abstract) IJCAI 2023
Memory-Constrained Algorithms for Convex Optimization NIPS 2023
On The Memory Complexity of Uniformity Testing COLT 2022
Learned Queries for Efficient Local Attention CVPR 2022
Blocking-based Neighbor Sampling for Large-scale Graph Neural Networks IJCAI 2021
Self-Attention Networks Can Process Bounded Hierarchical Languages ACL 2021
Efficient Attention: Attention With Linear Complexities WACV 2021
Debiasing a First-order Heuristic for Approximate Bi-level Optimization ICML 2021
Reversible GANs for Memory-Efficient Image-To-Image Translation CVPR 2019
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting NIPS 2019
Detecting Correlations with Little Memory and Communication COLT 2018
Matrix Norms in Data Streams: Faster, Multi-Pass and Row-Order ICML 2018
Approximate Policy Iteration Schemes: A Comparison ICML 2014
Memory Limited, Streaming PCA NIPS 2013