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Efficient Computing

6876 directly classified papers

Papers per year

Papers

End-to-end I/O Monitoring on a Leading Supercomputer NSDI 2019
Learning Fast Algorithms for Linear Transforms Using Butterfly Factorizations ICML 2019
Neural Joint Source-Channel Coding ICML 2019
CAMO: A Collaborative Ranking Method for Content Based Recommendation AAAI 2019
A Lightweight Approach to Academic Research Group Management Using Online Tools: Spend More Time on Research and Less on Management AAAI 2019
Efficient and Effective Incomplete Multi-View Clustering AAAI 2019
Flare: Optimizing Apache Spark with Native Compilation for Scale-Up Architectures and Medium-Size Data OSDI 2018
Systems AI: A Declarative Learning Based Programming Perspective IJCAI 2018
Reversible Recurrent Neural Networks NIPS 2018
Azure Accelerated Networking: SmartNICs in the Public Cloud NSDI 2018
Detecting Correlations with Little Memory and Communication COLT 2018
Balancing on the Edge: Transport Affinity without Network State NSDI 2018
Robust Voice Activity Detection Using Frequency Domain Long-Term Differential Entropy INTERSPEECH 2018
Temporal Noise Shaping with Companding INTERSPEECH 2018
Error Compensated Quantized SGD and its Applications to Large-scale Distributed Optimization ICML 2018
Multi-Path Transport for RDMA in Datacenters NSDI 2018
SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology EMNLP 2018
wPerf: Generic Off-CPU Analysis to Identify Bottleneck Waiting Events OSDI 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
A Direct Approach for Sparse Quadratic Discriminant Analysis JMLR 2018
Communication-Computation Efficient Gradient Coding ICML 2018
The xyz algorithm for fast interaction search in high-dimensional data JMLR 2018
Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data ICML 2018
A Simple Stochastic Variance Reduced Algorithm with Fast Convergence Rates ICML 2018
µTune: Auto-Tuned Threading for OLDI Microservices OSDI 2018