conftrace_

parallel computing

146 papers

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Co-occurring keywords

stochastic gradient descent (1091) parallel algorithm (79) distributed learning (563) markov chain monte carlo (725) gpu computing (46) bayesian inference (1907) neural network (6616) parallel computation (38) distributed training (188) support vector machine (978)

Papers

Incremental Symmetry Breaking Constraints for Graph Search Problems AAAI 2020
Ddo, a Generic and Efficient Framework for MDD-Based Optimization IJCAI 2020
AIN: Fast and Accurate Sequence Labeling with Approximate Inference Network EMNLP 2020
What if Neural Networks had SVDs? NIPS 2020
Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators IJCAI 2019
MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors CVPR 2019
Highly Parallelized Data-Driven MPC for Minimal Intervention Shared Control RSS 2019
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism NIPS 2019
Embarrassingly Parallel MCMC using Deep Invertible Transformations UAI 2019
Parallel Probabilistic Inference by Weighted Model Counting PGM 2018
ThunderSVM: A Fast SVM Library on GPUs and CPUs JMLR 2018
Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification JMLR 2018
Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA CVPR 2018
Exploring Hidden Dimensions in Accelerating Convolutional Neural Networks ICML 2018
Distributing Frank-Wolfe via Map-Reduce IJCAI 2018
On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization IJCAI 2018
A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA ACML 2018
High Performance Zero-Memory Overhead Direct Convolutions ICML 2018
Filter Flow Made Practical: Massively Parallel and Lock-Free CVPR 2017
Encoding, Fast and Slow: Low-Latency Video Processing Using Thousands of Tiny Threads NSDI 2017
Tux²: Distributed Graph Computation for Machine Learning NSDI 2017
Hardware-Efficient Guided Image Filtering for Multi-Label Problem CVPR 2017
APUNet: Revitalizing GPU as Packet Processing Accelerator NSDI 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NIPS 2017
MEC: Memory-efficient Convolution for Deep Neural Network ICML 2017