conftrace_

stochastic subgradient

7 papers

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Co-occurring keywords · papers mentioning both

convex optimization (2) persistence map (1) real analytic geometry (1) functional constraint (1) composite convex optimization (1) parallel stochastic convex optimization (1) computational depth (1) query depth (1) lipschitz convex function (1) stochastic subgradient oracle (1)

Papers

Closing the Computational-Query Depth Gap in Parallel Stochastic Convex Optimization COLT 2024 Stochastic subgradient for composite convex optimization with functional constraints JMLR 2022 Asynchronous Optimization Methods for Efficient Training of Deep Neural Networks with Guarantees AAAI 2021 Optimizing persistent homology based functions ICML 2021 Simple and Fast Algorithm for Binary Integer and Online Linear Programming NeurIPS 2020 Parameter Learning for Log-supermodular Distributions NeurIPS 2016 Large-Scale Markov Decision Problems with KL Control Cost and its Application to Crowdsourcing ICML 2015