parallel computing

De-Sequentialized Monte Carlo: a parallel-in-time particle smoother JMLR 2022 Efficient and Scalable Graph Pattern Mining on GPUs OSDI 2022 EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NeurIPS 2022 Fast Population-Based Reinforcement Learning on a Single Machine ICML 2022 Fast Stochastic Composite Minimization and an Accelerated Frank-Wolfe Algorithm under Parallelization NeurIPS 2022 Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022 Parallel MCMC Without Embarrassing Failures AISTATS 2022 Practically Correct, Just-in-Time Shell Script Parallelization OSDI 2022 Robust and Scalable SDE Learning: A Functional Perspective ICLR 2022 WarpDrive: Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU JMLR 2022 Accelerating Feedforward Computation via Parallel Nonlinear Equation Solving ICML 2021 Challenges and Opportunities of Building Fast GBDT Systems IJCAI 2021 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021 Efficient and Local Parallel Random Walks NeurIPS 2021 Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods NeurIPS 2021 HetSeq: Distributed GPU Training on Heterogeneous Infrastructure AAAI 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 Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation ACL 2021 Parallel Subtrajectory Alignment over Massive-Scale Trajectory Data IJCAI 2021 Piper: Multidimensional Planner for DNN Parallelization NeurIPS 2021 Practical Massively Parallel Monte-Carlo Tree Search Applied to Molecular Design ICLR 2021 PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS With Relationship Recovery CVPR 2021 Rao-Blackwellised parallel MCMC AISTATS 2021 Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism ICML 2021