Variational on Tenu Tech Brief https://cluster-site.onrender.com/tags/variational/ Recent content in Variational on Tenu Tech Brief Hugo -- 0.146.0 en-us Wed, 25 Feb 2026 07:59:03 +0000 A Variational Qubit-Efficient MaxCut Heuristic Algorithm https://cluster-site.onrender.com/posts/a-variational-qubit-efficient-maxcut-heuristic-algorithm/ Tue, 24 Feb 2026 00:36:14 +0000 https://cluster-site.onrender.com/posts/a-variational-qubit-efficient-maxcut-heuristic-algorithm/ • Abstract MaxCut is a key NP-hard combinatorial optimization problem. • Quantum computing offers methods to solve such problems potentially better than classical counterparts, wit TensorHyper-VQC: a tensor-train-guided hypernetwork for robust and scalable variational quantum computing https://cluster-site.onrender.com/posts/tensorhyper-vqc-a-tensor-train-guided-hypernetwork-for-robust-and-scalable-variational-quantum-computing/ Tue, 24 Feb 2026 00:36:01 +0000 https://cluster-site.onrender.com/posts/tensorhyper-vqc-a-tensor-train-guided-hypernetwork-for-robust-and-scalable-variational-quantum-computing/ • Abstract Variational Quantum Computing (VQC) faces fundamental scalability barriers, primarily due to the presence of barren plateaus and its sensitivity to quantum noise. • To a TensorHyper-VQC: a tensor-train-guided hypernetwork for robust and scalable variational quantum computing https://cluster-site.onrender.com/posts/tensorhyper-vqc-a-tensor-train-guided-hypernetwork-for-robust-and-scalable-variational-quantum-computing/ Sun, 22 Feb 2026 02:31:04 +0000 https://cluster-site.onrender.com/posts/tensorhyper-vqc-a-tensor-train-guided-hypernetwork-for-robust-and-scalable-variational-quantum-computing/ • Abstract Variational Quantum Computing (VQC) faces fundamental scalability barriers, primarily due to the presence of barren plateaus and its sensitivity to quantum noise. • To a A Variational Qubit-Efficient MaxCut Heuristic Algorithm https://cluster-site.onrender.com/posts/a-variational-qubit-efficient-maxcut-heuristic-algorithm/ Sun, 22 Feb 2026 00:36:34 +0000 https://cluster-site.onrender.com/posts/a-variational-qubit-efficient-maxcut-heuristic-algorithm/ • Abstract MaxCut is a key NP-hard combinatorial optimization problem. • Quantum computing offers methods to solve such problems potentially better than classical counterparts, wit Faster Rates For Federated Variational Inequalities https://cluster-site.onrender.com/posts/faster-rates-for-federated-variational-inequalities/ Fri, 13 Feb 2026 00:00:00 +0000 https://cluster-site.onrender.com/posts/faster-rates-for-federated-variational-inequalities/ • Faster Rates For Federated Variational Inequalities Faster Rates For Federated Variational Inequalities AuthorsGuanghui Wangâ , Satyen Kale View publication Copy Bibtex In this