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Walkmans, VHS recorders, desktop computers that weighed a 35 pounds. Let's play!
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Stochastic Polyak Step-sizes and Momentum: Convergence Guarantees and Practical Performance
Dimitris Oikonomou, Nicolas Loizou
https://arxiv.org/abs/2406.04142
Parameterization of Stochasticity in Galaxy Clustering and Reconstruction of Tomographic Matter Clustering
Shuren Zhou, Pengjie Zhang
https://arxiv.org/abs/2406.03018
US VC firms are putting pressure on tech startups to ask their Chinese backers to divest as VCs anticipate tighter controls on foreign ownership from Washington (Eleanor Olcott/Financial Times)
https://t.co/J70od5P8PP
Prominence and coronal rain formation by steady versus stochastic heating and how we can relate it to observations
V. Jer\v{c}i\'c (Centre for mathematical Plasma-Astrophysics, KU Leuven, Belgium), J. M. Jenkins (Centre for mathematical Plasma-Astrophysics, KU Leuven, Belgium), R. Keppens (Centre for mathematical Plasma-Astrophysics, KU Leuven, Belgium)
Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
Hilal Asi, Daogao Liu, Kevin Tian
https://arxiv.org/abs/2406.02789
Stochastic Dynamic Network Utility Maximization with Application to Disaster Response
Anna Scaglione, Nurullah Karakoc
https://arxiv.org/abs/2406.03750 htt…
Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization
Wei Jiang, Sifan Yang, Wenhao Yang, Yibo Wang, Yuanyu Wan, Lijun Zhang
https://arxiv.org/abs/2406.03787