Distributed optimization for nonrigid nano-tomography Jul 11, 2020 Distributed Optimization Optical Flow Estimation
Code Code Available Accelerating Exact and Approximate Inference for (Distributed) Discrete Optimization with GPUs Aug 18, 2016 Distributed Optimization
Code Code Available Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization Oct 30, 2019 Distributed Optimization GPU
Code Code Available A primal-dual perspective for distributed TD-learning Oct 1, 2023 Distributed Optimization
Code Code Available PowerSGD: Practical Low-Rank Gradient Compression for Distributed Optimization May 31, 2019 Distributed Optimization
Code Code Available Variance Reduced ProxSkip: Algorithm, Theory and Application to Federated Learning Jul 9, 2022 Distributed Optimization Federated Learning
Code Code Available Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification and Local Computations Dec 1, 2019 Distributed Optimization Quantization
Code Code Available On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing Mar 19, 2023 Distributed Optimization Federated Learning
Code Code Available Cooperative Tuning of Multi-Agent Optimal Control Systems Sep 24, 2022 Distributed Optimization
Code Code Available Federated Learning: Challenges, Methods, and Future Directions Aug 21, 2019 BIG-bench Machine Learning Distributed Optimization
Code Code Available Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates Oct 15, 2023 Distributed Optimization Federated Learning
Code Code Available Manifold Identification for Ultimately Communication-Efficient Distributed Optimization Jan 1, 2020 Distributed Optimization
Code Code Available Robust Learning from Untrusted Sources Jan 29, 2019 Distributed Optimization Learning Theory
Code Code Available Opportunistic Routing in Wireless Communications via Learnable State-Augmented Policies Mar 5, 2025 Distributed Optimization
Code Code Available Distributed Optimization, Averaging via ADMM, and Network Topology Sep 5, 2020 Distributed Optimization
Code Code Available An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning Nov 14, 2017 BIG-bench Machine Learning Distributed Optimization
Code Code Available Communication Efficient Distributed Optimization using an Approximate Newton-type Method Dec 30, 2013 Distributed Optimization Stochastic Optimization
Code Code Available Communication- and Computation-Efficient Distributed Submodular Optimization in Robot Mesh Networks Jul 15, 2024 Decision Making Distributed Optimization
Code Code Available Optimal algorithms for smooth and strongly convex distributed optimization in networks Feb 28, 2017 Distributed Optimization regression
Code Code Available L1-Regularized Distributed Optimization: A Communication-Efficient Primal-Dual Framework Dec 13, 2015 Distributed Optimization
Code Code Available Dynamic communication topologies for distributed heuristics in energy system optimization algorithms Aug 3, 2021 Distributed Optimization
Code Code Available Transmission Investment Coordination using MILP Lagrange Dual Decomposition and Auxiliary Problem Principle Oct 10, 2023 Distributed Optimization
Code Code Available PIM-Opt: Demystifying Distributed Optimization Algorithms on a Real-World Processing-In-Memory System Apr 10, 2024 CPU Distributed Optimization
Code Code Available EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization May 9, 2022 Distributed Optimization
Code Code Available CoCoA: A General Framework for Communication-Efficient Distributed Optimization Nov 7, 2016 BIG-bench Machine Learning Distributed Computing
Code Code Available Wyner-Ziv Estimators for Distributed Mean Estimation with Side Information and Optimization Nov 24, 2020 Distributed Optimization Federated Learning
Code Code Available A Distributed Quasi-Newton Algorithm for Empirical Risk Minimization with Nonsmooth Regularization Mar 4, 2018 Distributed Optimization
Code Code Available Communication-Efficient Federated Linear and Deep Generalized Canonical Correlation Analysis Sep 25, 2021 Distributed Computing Distributed Optimization
Code Code Available Error Feedback Shines when Features are Rare May 24, 2023 Distributed Optimization
Code Code Available Byzantine-Robust Loopless Stochastic Variance-Reduced Gradient Mar 8, 2023 Distributed Optimization
Code Code Available Trading Redundancy for Communication: Speeding up Distributed SGD for Non-convex Optimization Jul 3, 2019 Distributed Optimization Diversity
Code Code Available Optimization for Large-Scale Machine Learning with Distributed Features and Observations Oct 31, 2016 BIG-bench Machine Learning Distributed Computing
Code Code Available SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum Oct 1, 2019 Blocking Distributed Optimization
Code Code Available A Distributed Quasi-Newton Algorithm for Primal and Dual Regularized Empirical Risk Minimization Dec 12, 2019 Distributed Optimization
Code Code Available FairSync: Ensuring Amortized Group Exposure in Distributed Recommendation Retrieval Feb 16, 2024 Distributed Optimization Fairness
Code Code Available OverSketched Newton: Fast Convex Optimization for Serverless Systems Mar 21, 2019 Distributed Optimization
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