conftrace_

parallel computing

146 papers

Explore in graph

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

ASAP.SGD: Instance-based Adaptiveness to Staleness in Asynchronous SGD ICML 2022
Efficient and Scalable Graph Pattern Mining on GPUs OSDI 2022
De-Sequentialized Monte Carlo: a parallel-in-time particle smoother JMLR 2022
WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU JMLR 2022
Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization NIPS 2022
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NIPS 2022
PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery CVPR 2021
Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data IJCAI 2021
Piper: Multidimensional Planner for DNN Parallelization NIPS 2021
Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods NIPS 2021
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism ICML 2021
Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation IJCNLP 2021
Large Scale K-Median Clustering for Stable Clustering Instances AISTATS 2021
Massively Parallel and Asynchronous Tsetlin Machine Architecture Supporting Almost Constant-Time Scaling ICML 2021
Rao-Blackwellised parallel MCMC AISTATS 2021
CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021
HetSeq: Distributed GPU Training on Heterogeneous Infrastructure AAAI 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021
Efficient and Local Parallel Random Walks NIPS 2021
Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving ICML 2021
A Class of Parallel Doubly Stochastic Algorithms for Large-Scale Learning JMLR 2020
Fast MSER CVPR 2020
Accelerating Reinforcement Learning through GPU Atari Emulation NIPS 2020
AsyncQVI: Asynchronous-Parallel Q-Value Iteration for Discounted Markov Decision Processes with Near-Optimal Sample Complexity AISTATS 2020