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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Adaptive Neural Networks for Efficient Inference ICML 2017
MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017
Tensor-Train Recurrent Neural Networks for Video Classification ICML 2017
Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold INTERSPEECH 2017
Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data ICML 2017
Coresets for Vector Summarization with Applications to Network Graphs ICML 2017
Cost-Effective Active Learning from Diverse Labelers IJCAI 2017
Delta Networks for Optimized Recurrent Network Computation ICML 2017
Multi-fidelity Bayesian Optimisation with Continuous Approximations ICML 2017
Real-Time Adaptive Image Compression ICML 2017
Select-and-Evaluate: A Learning Framework for Large-Scale Knowledge Graph Search ACML 2017
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NIPS 2017
Sparse Embedded $k$-Means Clustering NIPS 2017
Live Video Analytics at Scale with Approximation and Delay-Tolerance NSDI 2017
Automated Bug Removal for Software-Defined Networks NSDI 2017
Improving User Perceived Page Load Times Using Gaze NSDI 2017
Decibel: Isolation and Sharing in Disaggregated Rack-Scale Storage NSDI 2017
Curator: Self-Managing Storage for Enterprise Clusters NSDI 2017
Efficient Automatic Perception System Parameter Tuning On Site without Expert Supervision CORL 2017
Fast and robust tensor decomposition with applications to dictionary learning COLT 2017
Visual-Inertial Odometry on Chip: An Algorithm-and-Hardware Co-design Approach RSS 2017
Dex-Net 2.0: Deep Learning to Plan Robust Grasps with Synthetic Point Clouds and Analytic Grasp Metrics RSS 2017
Analytical Guarantees on Numerical Precision of Deep Neural Networks ICML 2017
mOS: A Reusable Networking Stack for Flow Monitoring Middleboxes NSDI 2017