conftrace_
← Application Areas
Machine Learning › Application Areas ›

Efficient Computing

6,898 papers

Papers per year

3
11
55
503
1398
'05
'10
'15
'20
'25

Papers

A Deterministic Streaming Sketch for Ridge Regression AISTATS 2021
CADA: Communication-Adaptive Distributed Adam AISTATS 2021
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers AISTATS 2021
Learning-to-Rank with Partitioned Preference: Fast Estimation for the Plackett-Luce Model AISTATS 2021
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization AISTATS 2021
Thresholded Adaptive Validation: Tuning the Graphical Lasso for Graph Recovery AISTATS 2021
Federated Learning with Compression: Unified Analysis and Sharp Guarantees AISTATS 2021
Mirror Descent View for Neural Network Quantization AISTATS 2021
Associative Convolutional Layers AISTATS 2021
Sketch based Memory for Neural Networks AISTATS 2021
Dirichlet Pruning for Convolutional Neural Networks AISTATS 2021
LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads AISTATS 2021
A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free! AISTATS 2021
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance ALT 2021
SGD Generalizes Better Than GD (And Regularization Doesn’t Help) COLT 2021
Near-Optimal Entrywise Sampling of Numerically Sparse Matrices COLT 2021
CondenseNet V2: Sparse Feature Reactivation for Deep Networks CVPR 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration CVPR 2021
Attention-Guided Image Compression by Deep Reconstruction of Compressive Sensed Saliency Skeleton CVPR 2021
AdderSR: Towards Energy Efficient Image Super-Resolution CVPR 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021
Bi-GCN: Binary Graph Convolutional Network CVPR 2021
HDR Environment Map Estimation for Real-Time Augmented Reality CVPR 2021
Efficient Multi-Stage Video Denoising With Recurrent Spatio-Temporal Fusion CVPR 2021
Implicit Feature Alignment: Learn To Convert Text Recognizer to Text Spotter CVPR 2021