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Efficient Computing

6876 directly classified papers

Papers per year

Papers

Automatically Learning Compact Quality-aware Surrogates for Optimization Problems NIPS 2020
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web NIPS 2020
Learning Augmented Energy Minimization via Speed Scaling NIPS 2020
Efficient Algorithms for Device Placement of DNN Graph Operators NIPS 2020
WOR and $p$'s: Sketches for $\ell_p$-Sampling Without Replacement NIPS 2020
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NIPS 2020
GCN meets GPU: Decoupling “When to Sample” from “How to Sample” NIPS 2020
Adaptive Gradient Quantization for Data-Parallel SGD NIPS 2020
ConvBERT: Improving BERT with Span-based Dynamic Convolution NIPS 2020
AdaTune: Adaptive Tensor Program Compilation Made Efficient NIPS 2020
Modular Meta-Learning with Shrinkage NIPS 2020
Instance Selection for GANs NIPS 2020
FVM: FPGA-assisted Virtual Device Emulation for Fast, Scalable, and Flexible Storage Virtualization OSDI 2020
CrossFS: A Cross-layered Direct-Access File System OSDI 2020
A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters OSDI 2020
AIFM: High-Performance, Application-Integrated Far Memory OSDI 2020
LinnOS: Predictability on Unpredictable Flash Storage with a Light Neural Network OSDI 2020
PSForest: Improving Deep Forest via Feature Pooling and Error Screening ACML 2020
FLAIR: Accelerating Reads with Consistency-Aware Network Routing NSDI 2020
FileMR: Rethinking RDMA Networking for Scalable Persistent Memory NSDI 2020
Flightmare: A Flexible Quadrotor Simulator CORL 2020
Event-Driven Visual-Tactile Sensing and Learning for Robots RSS 2020
UNTLing at SemEval-2020 Task 11: Detection of Propaganda Techniques in English News Articles SEMEVAL 2020
A Double Residual Compression Algorithm for Efficient Distributed Learning AISTATS 2020
Automatic Differentiation of Sketched Regression AISTATS 2020