Efficient Computing

Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NeurIPS 2017 Clipper: A Low-Latency Online Prediction Serving System NSDI 2017 ClockWork-RNN Based Architectures for Slot Filling Interspeech 2017 Clustering High Dimensional Dynamic Data Streams ICML 2017 Compressed Least Squares Regression revisited AISTATS 2017 Convolutional Recurrent Neural Networks for Small-Footprint Keyword Spotting Interspeech 2017 Coresets for Vector Summarization with Applications to Network Graphs ICML 2017 Cost-Effective Active Learning from Diverse Labelers IJCAI 2017 Cost efficient gradient boosting NeurIPS 2017 Curator: Self-Managing Storage for Enterprise Clusters NSDI 2017 Decibel: Isolation and Sharing in Disaggregated Rack-Scale Storage NSDI 2017 Deep Learning With Low Precision by Half-Wave Gaussian Quantization CVPR 2017 Deep Matching Prior Network: Toward Tighter Multi-Oriented Text Detection CVPR 2017 Deep Roots: Improving CNN Efficiency With Hierarchical Filter Groups CVPR 2017 Deep Tensor Convolution on Multicores ICML 2017 Delta Networks for Optimized Recurrent Network Computation ICML 2017 Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning CVPR 2017 Dex-Net 2.0: Deep Learning to Plan Robust Grasps with Synthetic Point Clouds and Analytic Grasp Metrics RSS 2017 Doubly Sparsifying Network IJCAI 2017 EAST: An Efficient and Accurate Scene Text Detector CVPR 2017 ECO: Efficient Convolution Operators for Tracking CVPR 2017 Efficient Automatic Perception System Parameter Tuning On Site without Expert Supervision CoRL 2017 Efficient Nonmyopic Active Search ICML 2017 Efficient softmax approximation for GPUs ICML 2017 Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems NeurIPS 2017