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

Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model NIPS 2024
Massively Parallel Single-Source SimRanks in O(log N) Rounds IJCAI 2024
Parallelizing Model-based Reinforcement Learning Over the Sequence Length NIPS 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024
Towards Scalable and Stable Parallelization of Nonlinear RNNs NIPS 2024
Parallel Empirical Evaluations: Resilience despite Concurrency AAAI 2024
Speculative Monte-Carlo Tree Search NIPS 2024
Decentralization and Acceleration Enables Large-Scale Bundle Adjustment RSS 2023
DeepPCR: Parallelizing Sequential Operations in Neural Networks NIPS 2023
Training Deep Surrogate Models with Large Scale Online Learning ICML 2023
PyPose: A Library for Robot Learning With Physics-Based Optimization CVPR 2023
Scalable Distributed Massive MIMO Baseband Processing NSDI 2023
Efficient Distributed Inference of Deep Neural Networks via Restructuring and Pruning AAAI 2023
MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning JMLR 2023
AI and Parallelism in CS1: Experiences and Analysis AAAI 2023
Improving multiple-try Metropolis with local balancing JMLR 2023
Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NIPS 2023
Select and Optimize: Learning to solve large-scale TSP instances AISTATS 2023
A Combinatorial Algorithm for Approximating the Optimal Transport in the Parallel and MPC Settings NIPS 2023
Optimal Resource Allocation for Early Stopping-based Neural Architecture Search Methods AUTOML 2023
Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022
EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine NIPS 2022
Fast Population-Based Reinforcement Learning on a Single Machine ICML 2022
Parallel MCMC Without Embarrassing Failures AISTATS 2022
A Variant of Concurrent Constraint Programming on GPU AAAI 2022