conftrace_

distributed algorithm

79 papers

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Co-occurring keywords

distributed learning (563) approximation algorithm (630) k-means clustering (235) communication efficiency (297) distributed computing (98) communication complexity (99) submodular optimization (261) graph algorithm (178) streaming algorithm (131) greedy algorithm (242)

Papers

Householder Sketch for Accurate and Accelerated Least-Mean-Squares Solvers ICML 2021
Spectral vertex sparsifiers and pair-wise spanners over distributed graphs ICML 2021
Federated Heavy Hitters Discovery with Differential Privacy AISTATS 2020
Cooperative Multi-player Bandit Optimization NIPS 2020
Taylor Expansion Policy Optimization ICML 2020
Distributed Kernel Ridge Regression with Communications JMLR 2020
Towards Logically Centralized Interdomain Routing NSDI 2020
Fast Uniform Dispersion of a Crash-prone Swarm RSS 2020
FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization AISTATS 2020
Microsecond Consensus for Microsecond Applications OSDI 2020
Fast Algorithms for Computational Optimal Transport and Wasserstein Barycenter AISTATS 2020
Federated Principal Component Analysis NIPS 2020
Simple and sharp analysis of k-means|| ICML 2020
How to Solve Fair k-Center in Massive Data Models ICML 2020
Communication-Optimal Distributed Dynamic Graph Clustering AAAI 2019
Categorical Feature Compression via Submodular Optimization ICML 2019
Distributed Weighted Matching via Randomized Composable Coresets ICML 2019
Distributed Community Detection via Metastability of the 2-Choices Dynamics AAAI 2019
Distributed Maximization of "Submodular plus Diversity" Functions for Multi-label Feature Selection on Huge Datasets AISTATS 2019
Distributed PageRank Computation: An Improved Theoretical Study AAAI 2019
AsymDPOP: Complete Inference for Asymmetric Distributed Constraint Optimization Problems IJCAI 2019
DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding ICML 2018
Distributed Multi-Player Bandits - a Game of Thrones Approach NIPS 2018
Proportional Allocation: Simple, Distributed, and Diverse Matching with High Entropy ICML 2018
Data Summarization at Scale: A Two-Stage Submodular Approach ICML 2018